tag:blogger.com,1999:blog-30354762024-02-07T18:04:03.514-08:00Lost Chocolate Bloglostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.comBlogger154125tag:blogger.com,1999:blog-3035476.post-70664751881407667452019-03-28T11:46:00.002-07:002022-11-04T15:29:47.584-07:00Resource Pools of Game Audio<iframe allowfullscreen="true" frameborder="0" height="299" mozallowfullscreen="true" src="https://docs.google.com/presentation/d/e/2PACX-1vS5smXqXpYzDb7ugoIWKr1R4ekBtOK6J-J9p-ZdwZOz6jH_d8qmvbIpl_3iImi8TOqbRn-MwoO3SAiS/embed?start=false&loop=false&delayms=3000" webkitallowfullscreen="true" width="480"></iframe><br />
<br />
I gave a presentation awhile back at the 2017 Austin Game Conference on the difference resource pools available to an audio engine and how to balance their usage during development.<br />
<br />
The presentation slides are available here:<br /><br /><div><a href="https://docs.google.com/presentation/d/1q3qWDH3rpmw_T0smNRI9VS6h0eaTKWPujtwrjAbYnmg/edit">https://docs.google.com/presentation/d/1q3qWDH3rpmw_T0smNRI9VS6h0eaTKWPujtwrjAbYnmg/</a><br />
<br />
...and PDF:<div><br /></div><div><a href="https://drive.google.com/file/d/0B0oONM2RukY8NE1VSm5ZdERLd0k/view?usp=drivesdk&resourcekey=0-DVjliPX6Bw6x6tjeYk4S8A">https://drive.google.com/file/d/0B0oONM2RukY8NE1VSm5ZdERLd0k/</a></div><div><br /></div><div>
Here are the presentation notes for posterity...these probably read better in-conjunction with the slides, but you can probably get the gist:<br />
<br />
The goal today is to shed some light on a few of the technical considerations that can have a profound effect on the resulting sound of any game but especially those facing limitations in any of the three major areas of storage, memory, and runtime processing. <br />
<br />
If you’re currently in the process of creating an game, app, or experience and haven’t faced these challenges I hope this talk will surface some considerations that can help increase the quality of audio through the understanding of these valuable resource pools.<br />
<br />
Resources, pipeline, and workflow are all fundamental components of game development and the constraints they place on game audio can conspire to enable creativity or disaster, depending on whether you can get your head around the resource limitations you’ll be faced with. <br />
<br />
Well understood constraints can enable creative decisions that work within the confines of development whereas a failure to understand the confines of your capacity can lead to last-minute/ hasty choices & increases the potential for overlooking the obvious.<br />
<br />
In the multi-platform marketplace, that there is rarely a single cross-platform solution to service all scenarios. This is especially true when discussing these fundamental resources. <br />
<br />
The important thing is to understand how the three resource pools interact and how the unique qualities of each can be leveraged to create a great audio experience for the player.<br />
<br />
I wanted to get some terminology out of the way up-front in the hope that when I start throwing around verbiage it all locks into place for you. <br />
<br />
If you’re used to hearing these terms, please bear with me as we bring everyone up to the same level of understanding.<br />
<br />
<b>Media</b> - AKA Audio Files <br />
<b>Seek Time</b> - how long it takes to find the data either in RAM or storage. <br />
<b>Voices/ Instances</b> - A single sound file being rendered <br />
<b>Render</b> - audio being played <br />
<b>Synthesize</b> - is the act of combining one or more things <br />
<b>(Audio) Event</b> - is a currency of communication between the audio engine and the game engine. <br />
<b>Encoding </b>- is the process of converting/ compressing PCM audio to reduce size <br />
<b>Decoding</b> - is the process of converting a compressed format to PCM for playback <br />
<b>DSP </b>- is Digital Signal Processing and is commonly used as part of a PlugIn and can be used to modify sound either in realtime or as part of Encoding. <br />
<b>Streaming</b> - allows for the playback of large files using a small portion of RAM <br />
<b>Buffer </b>- A reserved portion of RAM for processing audio streams or the final render. <br />
<br />
Before a game or app can be played or executed it must first arrive on your local disk in order to run.<br />
<div>
<br />
Whether by disk or download the consideration of total file size for audio is one that will spring up time and again across every platform.<br />
<br />
The size of you final audio media deliverable for a title is a difficult number to pull out of thin air at the beginning of a project. <br />
<br />
I’ve seen some great interactive spreadsheets auto-sum huge collections of theoretical data into precise forecasts of storage needs rendered moot in the final moments of development by a late-breaking scope change or decision making higher up the food-chain. <br />
<br />
That doesn’t mean that the exercise lacked merit, in-fact, it helped establish the audio team's commitment to being solutions driven with a great depth of understanding over their (potential) content footprint. <br />
<br />
It’s in your best interest to begin discussions about resources for audio as soon as possible. Messaging any findings, and re-engaging the wider development team on a regular basis can help remind people about audio’s contribution to resources. <br />
<br />
Anyone who has ever shipped a title will tell you that storage space is often at a premium for audio, whether that’s due to the limitation of physical media or the over-the-air-data concerns of mobile development. <br />
<br />
Cost of size over cellular or thousands of wavs on a BlueRay. <br />
<br />
<div>
Sample-rate, Compression, and variation management play a significant role in the final audio size and often means trade-offs and sacrifices in-order to get things in-shape.<br />
<br />
And even when you’ve got the initial storage size in-place for distribution, there’s the additional step of getting the stored data onto the device and ready to be accessed by the app. <br />
<br />
There is the question of whether the data now needs to be copied from the physical media or packed format in preparation for launch. </div>
<div>
The speed at which this process is able to be executed is tied directly to the speed of the HDD, SSD, or DVD.<br />
<br />
Requires communication to make it work </div>
<div>
So again, some storage considerations that are important to keep in-mind:<br />
<br />
<ul>
<li>Download Size </li>
<li>Unpacked Size </li>
<li>Final Data Size </li>
<li>“Seek” Speed (pretty fast)</li>
</ul>
<div style="direction: ltr; line-height: normal; margin: 16pt 0in 0pt; unicode-bidi: embed;">
<span style="font-variant-east-asian: normal; font-variant-numeric: normal;"><br />
Additionally,<br />
</span></div>
<ul>
<li><span style="font-variant-east-asian: normal; font-variant-numeric: normal;">Amount of time to download over cellular </span></li>
<li><span style="font-variant-east-asian: normal; font-variant-numeric: normal;">Amount of time to download over WiFi </span></li>
<li><span style="font-variant-east-asian: normal; font-variant-numeric: normal;">Amount of time to download over broadband </span></li>
<li><span style="font-variant-east-asian: normal; font-variant-numeric: normal;">Amount of time to copy from physical media to HDD/SSD </span></li>
<li><span style="font-variant-east-asian: normal; font-variant-numeric: normal;">Amount of time to unpack to HDD/SDD </span></li>
<li><span style="font-variant-east-asian: normal; font-variant-numeric: normal;">Seek speed of storage media </span></li>
<li><span style="font-variant-east-asian: normal; font-variant-numeric: normal;">Available storage on physical disk </span></li>
<li><span style="font-variant-east-asian: normal; font-variant-numeric: normal;">Available storage on device</span></li>
</ul>
Keep in mind, that in mobile (and potentially on console as well) it’s pretty common behavior to delete the largest app in order to create space for the new hotness. <br />
<br />
When the project directors start looking for ways to increase the potential for the app to stick around, whether it’s on device or console, you can bet they’ll go looking for the largest contributors to the media footprint. <br />
<br />
Any audio folks in the room will know that… <br />
<br />
These are some of the largest contributors to the audio content footprint.<br />
<br />
As one of the largest contributors to size on disk the question of storage, file size, and their resulting quality is one of the foremost concerns of most content creators.<br />
<br />
While each generation edges closer towards the ability to leave this concern behind, there will always be the need to optimize size considerations for new platforms and playback mechanisms.<br />
<br />
Storage size is a concern<br />
<br />
Things are better, but there’s always new restricted platforms to consider<br />
<br />
R.andom A.ccess M.emory <br />
<br />
RAM is the interim location of all sound media and also reserves memory for use by the audio engine.<br />
<br />
RAM is often the most valuable resource due to it’s speed and fluidity. It allows for the storage of media that can be played back and processed on-demand with low-latency during gameplay. <br />
<br />
In addition to storing instances of sound files, RAM is also used to store audio variables as well as some decoding & DSP processing resources that need to be available to the audio engine. <br />
<br />
Some of the benefits & uses of RAM include:<br />
<div style="direction: ltr; language: en-US; line-height: normal; margin-bottom: 0pt; margin-left: 0in; margin-right: 0in; margin-top: 0pt; margin: 0pt 0in; text-align: left; text-indent: 0in; unicode-bidi: embed;">
</div>
<ul>
<li>●Faster Seek </li>
<li>●Temporarily Store Media </li>
<li>●Streaming Buffers </li>
<ul>
<li>○Size </li>
<li>○Seek Speed </li>
</ul>
<li>●Audio Engine </li>
<ul>
<li>○Sound playback </li>
<li>○Audio variables </li>
<li>○Simultaneous voices </li>
<li>○Decoding </li>
<li>○Effects processing (DSP)</li>
</ul>
</ul>
The speed of access makes this pool a valuable resource & fundamental to the eventual sound that is rendered by the game. </div>
<div>
<br />
The amount of RAM allocated for audio also ultimately determines the maximum number of voices that can be played back by the audio engine. <br />
<br />
In short, RAM is comprised of: <br />
<br />
<ul>
<li>MEDIA - Instances of audio files</li>
<li> VOICES - Maximum number of physical voices</li>
<li> DECODING - Compressed audio being decompressed at runtime</li>
<li> DSP - Processing executed on audio being rendered</li>
</ul>
As the interim memory location for both audio files and data concerning the playback of audio, RAM is another critical component of the resources used by audio during gameplay. <br />
<br />
While RAM allocation on console has increased to match low-spec PC’s, mobile continues to face restrictions that require the thoughtful use of what is available.<br />
<br />
The Central Processing Unit is the brains of the computer where most calculations take place.<br />
<br />
It is the powerhouse of runtime execution responsible for synthesizing the audio and rendering it to the output of a device. <br />
<br />
This means everything from applying DSP, calculating variables such as: <br />
<br />
<ul>
<li>Volume, pitch, position for each voice </li>
<li>Keeping virtual voice information available so they can be smoothly returned to physical voices if necessary </li>
<li>Applying DSP across voices </li>
<li>Decoding of every compressed audio file from RAM in preparation for rendering the final output </li>
<li>Streaming of and media from storage, through buffers, and synthesized along with the rest of the audio </li>
<li>as well as the manipulation of all data moving in & out of the other resource pools.</li>
</ul>
The total number of physical voices playing simultaneously is the greatest contributor to an increase in CPU and can multiply other aspects that also affect CPU, such as: DSP and decompression required to render a voice at runtime. <br />
<br />
The fastest way to reduce CPU is often the management, limiting, and limiting behavior of physical voices that are being requested for playback by the application. <br />
<br />
It is imperative that the robust ability to creatively and comprehensively control the number and types of sound situationally be provided early to allow for good decision-making in advance of optimization later in the project.<br />
<br />
DSP at runtime provides flexibility and malleability over sound that allows for the extension and manipulation during the playback of linear audio (media or sequenced synthesis).<br />
<br />
Hardware vs. Software Decompression <br />
<br />
Sound files can be huge <br />
<br />
Until we have the data throughput to push around gigabytes of audio data there will continue to be a quality compromise between size and fidelity. <br />
<br />
This challenge mirrors the fight for fidelity over MP4, MP3, Vorbis and other “lossy” compressed formats across other media. <br />
<br />
The fidelity of a codec should be evaluated in-context i.e. most sounds aren't played alone, therefore their compression artifacts (if any) may well be masked by other sounds (psycho-acoustics and all that). <br />
<br />
This opens an opportunity for cranking up the compression a notch to either save more space or CPU (sometimes both). However, this may be too specific for the level of this presentation and its targeted audience? <br />
<br />
In addition to the loading of media into RAM for playback, sounds can also be streamed from physical media (BluRay) or across a network. <br />
<br />
Streaming is done by allocating a “Buffer” of portion of RAM that is used to pass through or stream sequential audio data while rendering the sound to the output. <br />
<br />
Like the tape-head on a cassette deck, the data is streamed through the buffer and played back by the audio engine.<br />
<br />
While the increase in CPU performance has slowed over the past few years, the need to optimize audio’s use is greater than ever. As the centerpiece of every platform the needs of the CPU and processing for audio continue to be fundamental to the execution of data and the rendering of audio.<br />
<br />
Now that you have a clearer idea of the role these three resource pools play in the rendering and playback of sound, it’s important to understand how they can be optimized before it becomes a problem for your development.<br />
<br />
Here are a few suggestions for ways that your can reign in your resource budgets.<br />
<br />
The first area that can have the greatest impact on CPU & RAM is in the optimization of voices across the entire project<br />
<br />
Voices can be optimized globally, per-game object, based on mixer buss associations, or at the Event level or for the entire project. <br />
<br />
Additionally, voices can be removed from the processing queue based on their volume or based on the quality of the device/ platform. </div>
<div>
<br />
Should be optimized throughout production. Limit early/ limit often. (Mix early/ Mix often)<br />
Old School NES example as well as non-verbal communication <br />
<br />
Voices limited globally due to hardware restrictions but illustrates the point.<br />
<br />
It’s easy to imagine quickly filling up the number of voices available unconditionally when working on a game with waves of NPC’s, mass destruction, and complex interactions. <br />
<br />
But what if your experience needs to play and communicate using audio across both high-end as well as low-end devices? <br />
<br />
By detecting the quality of device and using that variable to scale the maximum voices and then coupling these values with a way to prioritize the voices that are heard on low-end devices you can create a system that allows the right voices through in order to communicate their intention of audio.<br />
<br />
In this example, we’ll first hear the high-end device version of a music piece with a huge number of the voices being utilized. <br />
<br />
Second we’ll hear a low-end device version what the music would sound like using a very limited number of voices. <br />
<br />
Additionally voices can usually be limited by game object and can include behaviors when limits are reached in order to achieve the correct effect or sound.<br />
<br />
Discard oldest instance to stop the oldest playing instance with the lowest priority.<br />
Discard newest instance to stop the newest playing instance with the lowest priority.<br />
<br />
Ultimately, the limiting of voices can be used creatively in-order to shape the sound of the game in an appropriate way.<br />
<br />
One technique that proved to be invaluable on mobile (PvZ2) was the loading of compressed audio from storage & decoding it directly into RAM for low latency (uncompressed) playback. <br />
<br />
While the sound quality between compressed and uncompressed was maintained, this allowed for sounds that were played back frequently to pay the cost of decoding only once when the content was loaded/ copied into memory (instead of each time the sound was requested to play). <br />
<br />
For commonly played sounds, this had a direct effect on the amount of CPU that was used at runtime (lower) while we were able to deliver (smaller) compressed audio footprint on device. <br />
<br />
When decompressed we did expand the audio footprint X10 into RAM but the trade-off between CPU & Storage/ Download made this an acceptable compromise.<br />
<br />
It was once common to reserve the streaming of audio for large sound files that would take up too much space in RAM. <br />
<br />
As resources have become more plentiful in the way of multiple cores, giant hard-drives, and copious amounts of RAM, streaming ALL audio files or optimizing the way that sound files are accessed by the game at runtime is evolving to help solve some of the problems associated with manually managing your own soundbanks.<br />
<br />
Several AAA titles have had success with streaming their audio into RAM on-demand, keeping it around until it’s no longer needed, and then unloading it when it makes sense. <br />
<br />
This helps to keep storage low by only ever having a single version of a sound on disk. <br />
<br />
It also helps keep RAM usage low at runtime because only the sound files that are still in-use will be loaded. <br />
<br />
I remember hearing about the idea of “Loose-loading audio files” in 2009 right here in Austin in a presentation given by David Thall where he had achieved this media loading strategy at Insomniac Games. Since then audio middleware manufactures have added development tools to help solve the file-duplication problem that can arise from manually managing soundbank associations for media and leverage the increasing speed of CPU’s in order to manage data more efficiently.<br />
<br />
Limiting the number of audio files in your app doesn’t have to mean reducing the number of variations for a given sound. <br />
<br />
The ability to perform sound design directly within an audio toolset allows for the combination & dynamic recombination of sound elements. <br />
<br />
This “granular” or element-based approach, where elements _of_ a sound are used as a library within the audio engine, can be creatively combined at runtime and net big saving in storage. <br />
<br />
Whether it’s creating a library of material sounds that can be dynamically combined depending on surface type or the creation of instrument soundbanks that can be played back via MIDI files the creation of sound components that can be dynamically combined by the audio engine at runtime can offset the need to create large, linear sound files and instead leverage the capabilities of today’s full featured audio engines and toolsets.<br />
<br />
Additionally, the coming procedural & synthesis explosion is soon to be upon us and in some places the “runtime funtime” (™ Jaclyn Shumate) style of sound design is already leading the charge. <br />
<br />
With multiple companies pushing towards accessible authoring of modeled and synthesized sound with incredible results, it’s only a matter of time before we’re offsetting our storage needs with realistic sounding approximations for little to no file size. <br />
<br />
Replacing media with procedural models or synthesis not only gives you the flexibility of parameterizing aspects of the sound dynamically but also reduces the storage footprint. <br />
<br />
As the authoring and quality of these techniques continues to grow, there will be less and less dependency on rendered audio and more focus on generating sound at runtime.<br />
<br />
We’ve now gone over the functions and interdependency on the three main resource pools that can affect on the audio for you game, application, or experience. <br />
<br />
Additionally, we looked at some opportunities to optimize different resources towards maximizing the resources available. <br />
<br />
But the hidden message throughout all of this is audio’s dependency on these resources in-order to make great audio and the way that is in-service to the development team and relies on understanding, communicating, and advocating for the resources needed. <br />
<br />
Hopefully this has helped give you a deeper appreciation for the challenge & equips you for the discussions yet to come. <br />
<br />
Here are some additionally resources to help you go further into optimization:<br />
<br />
<a href="https://www.audiokinetic.com/library/edge/?source=SDK&id=goingfurther__optimizingmempools__reducing__memory.html">https://www.audiokinetic.com/library/edge/?source=SDK&id=goingfurther__optimizingmempools__reducing__memory.html</a><br />
<br />
<a href="https://blog.audiokinetic.com/how-to-get-a-hold-on-your-voices-optimizing-for-cpu-part-1/">https://blog.audiokinetic.com/how-to-get-a-hold-on-your-voices-optimizing-for-cpu-part-1/</a><br />
<br />
<a href="https://blog.audiokinetic.com/wwise-cpu-optimizations-general-guidelines/">https://blog.audiokinetic.com/wwise-cpu-optimizations-general-guidelines/</a><br />
<br />
<a href="https://www.audiokinetic.com/library/edge/?source=Help&id=managing_priority">https://www.audiokinetic.com/library/edge/?source=Help&id=managing_priority</a><br />
<br />
<a href="http://www.theappguruz.com/blog/optimize-game-sounds-in-unity">http://www.theappguruz.com/blog/optimize-game-sounds-in-unity</a><br />
<br />
<a href="https://www.gdcvault.com/play/1021642/Optimizing-Audio-for-Mobile">https://www.gdcvault.com/play/1021642/Optimizing-Audio-for-Mobile</a><br />
<br />
<a href="https://www.gdcvault.com/play/1023058/Mobile-Audio-Design-Optimization">https://www.gdcvault.com/play/1023058/Mobile-Audio-Design-Optimization</a></div>
</div>
</div></div>lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-80780017789684013242018-09-06T22:21:00.001-07:002018-09-07T09:43:07.910-07:00Lost Landscapes | Pedalboards & Processing<br />
<img height="230" src="https://lh3.googleusercontent.com/LL93ylZvOmGGt1qQujqG6-LlH-39ValIilfhwKrf7SW8ZBTAmMorsQdp7z4Im2pUh1pLcEq4QQgHY52SsPfmJ7rENfKp220J3aupyvP2f2yz-BI6GuYgokFnhyyZibQWT2kzn0zs" width="400" /><br />
<br />
Part 2 of a 3 article series, discussing the creation of the playback mechanism that was used to create the album <a href="https://lostchocolatelab.bandcamp.com/album/lost-landscapes">Lost Landscapes</a>.<br />
<br />
<iframe seamless="" src="https://bandcamp.com/EmbeddedPlayer/album=2597427373/size=small/bgcol=ffffff/linkcol=f171a2/transparent=true/" style="border: 0; height: 42px; width: 100%;"><a href="http://lostchocolatelab.bandcamp.com/album/lost-landscapes">Lost Landscapes by Lost Chocolate Lab</a></iframe><br />
<br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: #222222; font-family: "arial"; font-size: 10pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre;"><a href="http://designingsound.org/2018/09/07/lost-landscapes-opening-a-trans-dimensional-portal-using-time-based-effects/">Part 1 - Opening a Trans-Dimensional Portal Using Time-Based Effects</a></span></div>
<span id="docs-internal-guid-b6e249c9-7fff-e8ff-3105-fd6ef991b996"></span><br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: #1155cc; font-family: "arial"; font-size: 10pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline; white-space: pre;"><a href="http://www.pedalhaven.com/lost-landscapes-part-3" style="text-decoration: none;">Part 3 - The Evolving Playback Mechanism</a> </span>(Released 9/12/18)</div>
<br />
The processing capabilities available to me during improvisation allow for the spontaneous dynamic ebb and flow of effervescent guitar clouds and cascading waves of delay. What begins as a single note, a chord, or physical interaction can then be modified through the series of effects pedal accoutrements and realtime property manipulation. As a specialist in interactive audio, I’m all too familiar with the opportunity to parameterize the properties of DSP at runtime in games and virtual reality, which has fed-back into building an effects processing rig that allows me to leverage the dynamics possibilities of improvisation in the making of the album <a href="https://lostchocolatelab.bandcamp.com/album/lost-landscapes">Lost Landscapes</a>. <br />
<br />
Simply-put: A pedalboard is a group of effect pedals that takes in a signal and modifies it any number of ways. The two pedalboard configuration for <a href="https://lostchocolatelab.bandcamp.com/album/lost-landscapes">Lost Landscapes</a> was arranged in a Mono/ Stereo signal chain that branches and weaves in and out of various effect possabilities. During the spontaneous composition of the resulting albums-worth of material, different effects were turned on and off, properties were changed and/ or modified while simultaneously playing the guitar, and sound was borne in response. This first part will be an overview of the signal chain from guitar to speaker cabinets that aims to illustrate the options that were available when recording.<br />
<br />
From the output of a golden Vox SDC 55 guitar into the mono pedalboard, the electronic dream of a thousand falling stars then branches: one path leads to a 50 watt Silvertone 1484 plugged into a Marshall 4X12 and the other goes to a series of stereo effects pedals and rack-mount processors that are output to a customized stereo Silvertone 1474 running 50 watts per-channel, and then branched into two Silvertone 2X12 cabinets. The goal of this amplifier configuration is to allow for the ability to control the following aspects of the final output: the blend between the mono and stereo outputs, discreet stereo effect processing, and to increase the width of the stereo signals towards a broad soundstage.<br />
<br />
While the mono pedalboard holds-down most of the overdrive, distortion, fuzz, wah, chorus, phasor, and octave-dividing duties, the stereo branch is focused on Reverbs, delays, and stereo panning. The mix between the mono and the stereo pedalboard helps retain the definition and edge of the guitar from the mono rig, while letting the stereo rig reverberate and support the clarity of guitar playing with fluffy-clouds of noise. It’s simply an attempt at the layering of multiple amplifier outputs towards a fully balanced representation of the guitars expression.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="240" src="https://lh4.googleusercontent.com/86ltrW1ZDxM694tmYfyTz03STdY4uYrPeQN2uGopV1C5YvyofBZ93ZlC6cltX85YNC54jw2bNrAAWIBrKjxfgcs_ohPJinO08rgdJwMh7BhKb3-XuKj58JvXDpQNCPlSpsvur8TD" style="margin-left: auto; margin-right: auto;" width="320" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Mono Pedalboard and Vox SDC-55</td></tr>
</tbody></table>
<br />
<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="240" src="https://lh4.googleusercontent.com/itgCbgFE3eckqI3GPrgVrjplJlRQLVk80XIOs66zlhuvixi_CLdCLMYDnYGI5OEpLDvt8lbI5KXKaXrKvZonQsis1qj7qK3_vUfj6ws7stgwfWTSpPTarha6Vg6IzaXsu0s8467R" style="margin-left: auto; margin-right: auto;" width="320" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><div style="text-align: center;">
<span style="font-size: x-small;">Mono Pedalboard Alternate Configuration</span></div>
</td></tr>
</tbody></table>
<h2>
Mono)))</h2>
<div>
The guitar signal starts out on the lower shelf of the two-tiered mono pedalboard with the <a href="https://www.boss.info/us/products/oc-2/">Boss OC-2 Octaver</a>, which doubles the guitar signal one and two octaves below the original played note. It’s used in the middle section on <a href="https://lostchocolatelab.bandcamp.com/track/contents-weightless">Contents/ Weightless</a> to add low end during a solo section and fills in the low-frequencies like a pillow of butter; supportive, yet smooth. From there the signal flows into an <a href="http://www.kitrae.net/music/big_muff_history2B.html">Electro Harmonix Big Muff</a> from the Russian/ Sovtek era. This distortion is at the heart of my pedalboard and can be traced back to early days of gear acquisition; it sounds like a pack of angry bees stuffed into the mouth of a limestone cave opening exhaling the cool dank from within. There are a few more distortions further down the line I can use to push things further towards maximum saturation, but the Big Muff is usually in there somewhere. I like to keep the <a href="https://www.jimdunlop.com/product/jh1d-7-10137-04796-9.do">Dunlop Jimi Hendrix Wah</a> early in the flow, after the Big Muff but before other distortions, to allow for it’s expression to get picked up by effects downstream from it like at the end of ‘<a href="https://lostchocolatelab.bandcamp.com/track/squall">Squall</a>’ and towards the beginning of ‘<a href="https://lostchocolatelab.bandcamp.com/track/this-could-be-the-end">This Could Be The End</a>’. Things jump back into a triple-threat of distortion-stacking opportunity with the <a href="http://www.bossarea.com/boss-df-2-super-feedbacker-distortion/">Boss DF-2 Super Distortion & Feedbacker</a> (modded by Quint Hankel), <a href="https://www.ratdistortion.com/product/108/rat-2-foot-pedal">ProCo Rat</a>, and re-housed <a href="http://www.americaspedal.net/fx56/">DOD FX56 American Metal</a>. Different colors or flavors, the DF-2 is a full-frequency blanket, the Rat tears the roof off of high end, and the American Metal decimates everything in its path with a scooped-mid low frequency impact that pushes your hair back and can be heard front-and-center on ‘Everything Is Heavy’ and in the searing background lead of ‘Squall’.<br />
<br />
<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="240" src="https://lh4.googleusercontent.com/FIH-bCB1jltLh9IULBZy9o_QJjsGKKS8Fnm6bjFaMphIU4jA-qzXJJVvJrcuOWkH_HjTTLkHysMRdON5oVITQ3zPgWNnK4Byn3K-csC8tyV7QNPPJAj6-BezEGIsGMWDx1EnFjO7" style="margin-left: auto; margin-right: auto;" width="320" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><div style="text-align: center;">
<span style="font-size: x-small;">Boss Octaver OC-2</span></div>
</td></tr>
</tbody></table>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="238" src="https://lh4.googleusercontent.com/6RIOe1-fuSCK6JXO1mPrOxJWn-hoUnsG9oEttKcLwGlPTiwiJp7Cqi0Y6uu0LBD_JaSPziwyK3OJhJkkSvyFqquGuUZPUsd4Zmo32RHXgJYz6Dmj5CCaB8tKMoFeyJJucuGzj3_q" style="margin-left: auto; margin-right: auto;" width="320" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Re-Housed DOD FX56 American Metal</td></tr>
</tbody></table>
<br />
Things get pretty modulated from here. The <a href="http://www.bossarea.com/boss-ce-2b-bass-chorus/">Boss CE-2B Bass Chorus</a> is is buried in the dirt section between the ProCo RAT and American Metal. The old argument of whether to put modulation before or after distortion is solved by allowing for both options! After dirt, we head into a re-housed <a href="https://marcuseffects.wordpress.com/2014/03/29/ibanez-soundtank-super-chorus-cs5/">Ibanez CS5 Soundtank Chorus</a>. What’s cool about this box is that it was one of my first re-houses where I discovered a couple of extra trim-pots on the circuit board that I externalized with knobs that were accessible from outside of the enclosure. These trims were meant to be a set-it-and-forget-it tuning for the chorus but allowed for a wider range of tonality: from crystalline to syrupy. You can hear its almost leslie-like tonality at the end of ‘<a href="https://lostchocolatelab.bandcamp.com/track/lets-fold-space">Let’s Fold Space</a>’ and, while I’ve since abandoned both chorus and flange as part of my new rig, it always remains within arms reach as a magic box of glowing vibration. The <a href="https://www.premierguitar.com/articles/19634-builder-profile-the-mu-tron-story?page=2">Mu-tron Phasor II</a> that follows is one of the best around, with a character and sound that cannot be beat and is usually set to a slow phase with plenty of Feedback, undulating into a roiling sea of lysergic syrup. Something about the extremes that it reaches or the subtle distortion and boost it lends to certain frequencies makes it indispensable and coveted.<br />
<br />
The upper shelf picks up with the <a href="https://www.boss.info/us/products/tr-2/">Boss TR-2 Tremolo</a> and the vibrations it lends come in handy at this point in the signal flow in-order to apply a tremolo to the entire signal, all the way down through the signal chain. Things get kicked sideways from here into the <a href="http://www.bossarea.com/boss-aw-2-auto-wah/">Boss AW-2 Auto Wah</a>, usually set to a fast and bubbling deep-wobble used for lead runs. At this point, just in-case things need a high-frequency boost, the AW-2 is followed by an <a href="http://www.ibanez.com/products/u_effect_page18.php?year=2018&cat_id=6&series_id=153&effect_id=26">Ibanez TS9 Tube Screamer</a> set to a barely-there crunch that brings a lift that pushes things into clarity. For all of the delay that will follow, the <a href="https://www.pedal-of-the-day.com/2016/02/05/ibanez-dml20-delay-modulation-iii/">Ibanez DML Digital Modulation Delay</a> is the first stop for elevating things into the far-out reaches of outer space. Nothing fancy here, just a nicely disorienting (max) 512ms of delay repeats w/ the occasional modulation for extra weirdness. The time knob also holds up well for realtime tweaking and can set off some deep-dive swells that hit the spot. The <a href="http://www.americaspedal.net/fx75b/">DOD FX75-B Stereo Flanger</a> provides all of the darksider-influenced jet-engine takeoff modulation and, because you can never have enough phasers, the <a href="http://www.bossarea.com/boss-ph-2-super-phaser/">Boss PH-2 Super Phaser</a> comes next. With the controls set to a fast and warbly syncopation, the signal quickly becomes bathed in even more bubbly goodness. Remember when I said that Green Russian Big Muff was one of my favorites? Well, why not have two?! The second Big Muff in the signal chain means that I can choose where the blanket of mud is applied in the chain and is especially nice when choosing to run it in either a before-wah or after-wah configuration.<br />
<br />
From here things start to get (more) interesting. The mono pedalboard branches at this point using a <a href="http://www.morleypedals.com/aby-selector-combiner-switch/">Morley ABY Selector/ Combiner</a> with one output routed to the stereo pedalboard and the other routed into a <a href="https://line6.com/stompbox-modelers/">Line 6 DL4</a>. The DL4 allows for the ability to throw some kind of wild delay or modulation on the signal routed ONLY to the 60W Silvertone 1484 running in mono to the Marshall 4X12. Whether that’s with a long delay or by whipping things in reverse on the fly, this flexibility to modify only the mono branch of the rig comes in super handy when I just want to push sound from the mono amplifier into someplace weird. The DL4 has had it’s spring-loaded pcb-mounted switches replaced with real soft switches and the loop mode mod has made the looping functionality accessible with a footswitch.<br />
<br />
<br />
<a href="https://1.bp.blogspot.com/241-BMG24nEPx8IAWPbJ30RF6N_sM-e9AxtZxjliUjDy22mCxwwKPbwqwlGwsjAbvdsWKxsxc55ScTcyNeAqWNVmtkItJ2YI54ufXlHNn1yQXNxuVM6UePFT51xYTnDPbCFD23G0" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1600" data-original-width="1600" height="200" src="https://1.bp.blogspot.com/241-BMG24nEPx8IAWPbJ30RF6N_sM-e9AxtZxjliUjDy22mCxwwKPbwqwlGwsjAbvdsWKxsxc55ScTcyNeAqWNVmtkItJ2YI54ufXlHNn1yQXNxuVM6UePFT51xYTnDPbCFD23G0" width="200" /></a><a href="https://4.bp.blogspot.com/zmINwwbh6iT5BHcrXahwlqE15K5BwHF4-j2Ewkr0zHt678Bdw4pIt-C3_HRn2i6-Zqbln18SQM_lLbtsSU1jwSb3H-PDTQE9-4jQ2d_xSczJNQSX-R3NCx9DWKIAb8IYIo6CUemy" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1600" data-original-width="1600" height="200" src="https://4.bp.blogspot.com/zmINwwbh6iT5BHcrXahwlqE15K5BwHF4-j2Ewkr0zHt678Bdw4pIt-C3_HRn2i6-Zqbln18SQM_lLbtsSU1jwSb3H-PDTQE9-4jQ2d_xSczJNQSX-R3NCx9DWKIAb8IYIo6CUemy" width="200" /></a><a href="https://2.bp.blogspot.com/VT5cba4OSClH5E0ZMA0W01GQA-4K8VVOebLx2p8fOJtXiyjFHl3vJ0q4hjXh8WITuDsFDa-9YcXhRWDBBSdJ4rKdyNmyWHq1usNJJMaFid6HCKMU2WY2HK0m5irQvCMbIeF0DhXS" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1600" data-original-width="1600" height="200" src="https://2.bp.blogspot.com/VT5cba4OSClH5E0ZMA0W01GQA-4K8VVOebLx2p8fOJtXiyjFHl3vJ0q4hjXh8WITuDsFDa-9YcXhRWDBBSdJ4rKdyNmyWHq1usNJJMaFid6HCKMU2WY2HK0m5irQvCMbIeF0DhXS" width="200" /></a><a href="https://1.bp.blogspot.com/n8DyS0ZlaV39B7jfOpIL7_8wfj5Y1S38w1aGZ6xeSm0AWMgx6lpg3cNqPn2wnbDRxvefTXXabFsZ3RYVX4CilylLpYN47TjxigxQ257JnvJ1sEo2RYxZdVH50913yuNAnYdCFV3P" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1600" data-original-width="1600" height="200" src="https://1.bp.blogspot.com/n8DyS0ZlaV39B7jfOpIL7_8wfj5Y1S38w1aGZ6xeSm0AWMgx6lpg3cNqPn2wnbDRxvefTXXabFsZ3RYVX4CilylLpYN47TjxigxQ257JnvJ1sEo2RYxZdVH50913yuNAnYdCFV3P" width="200" /></a><br />
<br />
<br />
The entirety of the mono and stereo pedalboard effect pedals are powered by a trio of <a href="http://www.pedalgear.net/page6/page9/index.html">Juice Box Pedalboard Power</a> Supplies: 1 for each tier of the mono pedalboard and 1 for the stereo pedalboard. The isolated outputs are used to feed a junction box housed in an old wooden box that used to hold Dominos. Wiring from the Dominos boxes run to each individual pedal. Each of the ends has been fitted with a trimmed-down 3.5mm plug oriented at a 90 degree angle insuring the tightest fit possible. There have been a ton of advancements with solderless plugs that would be fun to investigate, but for now this DIY solution is serving me pretty well.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="300" src="https://lh5.googleusercontent.com/j67GquKLXUNEwIv-B_oWRualabUYAiJqIlG4f-DCI-03blLWkV-ZUD9p1m035jMpK49in51Uf9b0YBvc3bre9jyedaAfyOJWxrMbDGKWE1WscW4MW0hwLFbdM4pRBxpXSNiQYHq0" style="margin-left: auto; margin-right: auto;" width="400" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Stereo Pedalboard</td></tr>
</tbody></table>
<h2>
<br />
Living in Stereo</h2>
After signal leaves the mono pedalboard it gets folded out into stereo using a <a href="https://www.boss.info/us/products/ch-1/">Boss CH-1 Super Chorus</a> and then into a couple of <a href="http://www.one-control.com/black-loop.html">One Control Black Loop</a> dual effect loop pedals for a total of two stereo effect loops. During the recording of <a href="https://lostchocolatelab.bandcamp.com/album/lost-landscapes">Lost Landscapes</a> these boxes were separate and required 4 footswitches in order to switch on and off the stereo effect loops. I’ve since frankenstein-ed an interface that allows allows for the switching of a stereo effects loop with a single footswitch. The first processor in the stereo effects loop chain is the <a href="https://www.manualslib.com/manual/380743/Digitech-Dsp-128.html">Digitech DSP128</a>. This is a processor that goes back to my teenage years kicking-out-the-jams in my parents garage and throughout my time with the Minneapolis band <a href="http://thebandfebruary.com/">February</a> (<a href="http://carrottoprecords.com/">Carrot Top</a>/ <a href="http://www.saintmarierecords.com/">Saint Marie Records</a>). This is a standard multi-effects unit from the late 80’s with all of the algorithms you expect: long & multi-tap delays, reverse reverb, and the densest wall of gigantic unrealistic reverberation that can be imagined. For the kinds of sounds I’m reaching for, the concept of reality is heavily malleable. I’m happy to say that Digitech hadn’t quite sorted out representing the real world digitally in the best possible way, back when this box was in production. It’s become one of the foundations of my sound and (as you’ll see) I found a way to love it even more later in the signal chain. <br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="240" src="https://lh6.googleusercontent.com/95-pojABOmJCx-J_c-DN5hnngOIC7cwuhmUGemawYfndmeS1L9I01-vpuPqitgsFutJV7xozMhuA51IJo--7-VAgYtNGhz3BvS87PjLGd-VF5mQDVq1UcU0CssgivM0X3K8-QGvx" style="margin-left: auto; margin-right: auto;" width="320" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Rack Processors</td></tr>
</tbody></table>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody>
<tr><td style="text-align: center;"><img height="200" src="https://lh3.googleusercontent.com/PrilDxt-4XeIgErE-mDQulK8UztbChvHoMGqp9TksH8eGoIQMeMZVCI3XaCOVoFaJviMtUDsIpZHEwn44l1t5bnkry761Wpj4p4PqWahRBfDw3zGr53sSr6yN3PCoEFfuKgG86XV" style="margin-left: auto; margin-right: auto;" width="150" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Dual-Stereo Effect Loops</td></tr>
</tbody></table>
<img height="150" src="https://lh6.googleusercontent.com/S3gT8FVolPrXSWiO29aRr1dtnMcOljOFM65nIAR-3TbQoWo6VoZkkOgCszaHiwTd5H4wdxnzqpo4rs1vcc4AAQjGVPdytkYLk7ciAbEYc2nAyI41_-30Jrrv7Up9R7Bwb4qoAWz9" width="200" /><br />
<br />
The next piece of the stereo effects loop chain is a pair of <a href="http://www.meinldistribution.eu/fileadmin/medien/katalogarchiv/ibanez/1982_dm1000.pdf">Ibanez DM1000 Digital Delay</a> processors....which is partially incorrect, as I’ve replaced the delay board in each of them with delay boards from the fancier <a href="http://www.meinldistribution.eu/fileadmin/medien/katalogarchiv/ibanez/1984_dm1100.pdf">Ibanez DM1100 Digital Delay</a> and further extended the delay range capability. With up to 3600ms of delay at normal operation, these boxes come packed with modulation and feedback controls that can lift-off the spaceship with no problem...but then I got to snooping around inside. I’d had a DM1000 since leveraging it to tremendous effect of the lead track off <a href="https://lostchocolatelab.bandcamp.com/track/the-butterflys-view">Lost Chocolate Lab | The Butterfly’s View</a> and found myself inside the unit for some reason when I spotted a couple of small trim-pots (potentiometers)...basically knobs....on the circuit board for setting the feedback range and clock speed of the DSP chip. The clock speed can be used to tune the balance between delay time and “fidelity”, which is to say, you can push the delay time much further than 3600ms if you’re willing to sacrifice the fidelity of the repeats. This was all I needed to embark on a serious adventure of modification.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="300" src="https://lh4.googleusercontent.com/V3Wrm-_XQz-ty1qcKnanXeuY6UUsy2NbNP_e9Aa7EnODWO8afnDm5HATQ51pP-luzlVkRsXjeXMeISW5Wd-nLLw9MIPmsfwexI3N8BrBXHy-FKxej4xSWp0iP0dzKpSOnqNcZZ-t" style="margin-left: auto; margin-right: auto;" width="400" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Ibanez DM1000 Internal Trim Pots<br />
<img height="150" src="https://lh6.googleusercontent.com/VS7pSBU3UBZOn0bLKO-PlMf1GswHIOuJmXHykehr3Vg76ip531h77NcR3PZADS6gh6EdAzS2k--UtYVmw32fBuczWrlfrtzEQFc3BDTsx3udyJ199-VV-wME_xB1mfUEHtHHC2qr" width="200" /><img height="150" src="https://lh3.googleusercontent.com/qWEbez35Zeh6p_Qdouhu0L8PbMN3wJys7qD9f_l36ZKr-XN94Idlr3TS5uxBnw8rgvhN_V-KPLomgMsQpMb9DTlDWzs7kFsTnIiO4Evnw9FjQ_qx7LfLqXC115HMumKO-6Khfeg4" width="200" /></td></tr>
</tbody></table>
<br />
I started by externalizing these controls on the front panel of the unit by removing the duplicate output jacks and replacing them with knobs for the controls. This escalated quickly to the point where I added a second DM1000, swapped out the delay boards from a couple of DM1100, and then wired those clock speed knobs up to a couple of <a href="https://www.strymon.net/strymon-tech-corner-2-build-your-own-expression-pedal/">hijacked Dunlop Cry Baby GCB 95s</a> so I could control each side independently at my feet. This allows for the bending of time and space in realtime as heard at the beginning of the track “<a href="https://lostchocolatelab.bandcamp.com/track/lets-fold-space">Let’s Fold Space</a>”. When this ability is coupled with the another unique feature of the DM series; The Hold Button, things can get pretty wild. The Hold button essentially grabs whatever audio is in the delay line and loops it. Not quite the same as all those fancy looper pedals out there, this is a little more like the sample and hold functionality often found on old analog synthesizers. When coupled with a momentary and latching footswitch on the ground this technique results in the time-bending illustrated on the track ‘Let’s Fold Space’. One thing to note is that the delay output of the two Ibanez DM units are removed from the stereo signal path at this point and output to one of the stereo channels on the Silvertone 1474. The clean channel is passed back to the rest of the stereo path that follows, while the delay output is removed from further travels through the stereo pedalboard.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="320" src="https://lh4.googleusercontent.com/L1fvRjSB0D46Pv9OM0IHyH3Fk2UnDWS1iBum5g_CrkRJQvwZx_y6se6z4ayGnuiTlf0YJWaZKcncLvKlVtYqbI27QLb9nRUYDADIEGYMwOFCBSq3UnERZbERHxagBvURQw92tOPX" style="margin-left: auto; margin-right: auto;" width="320" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Ibanez DM1000 w/ Externalized Clock Speed and Feedback Controls</td></tr>
</tbody></table>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="320" src="https://lh5.googleusercontent.com/-3Gyv1Xe1O-UmW33N3T0aBK4YSA7Tqwa-B0UUcDL5xYu0jgsCueQqu0khKHLvbLZeFuugPdvcds4VNKj2a_4z7bF4DJjZQrRlGeZTrEkoDqZjmSU247xAZx-S6aA-NClQz7H6_e_" style="margin-left: auto; margin-right: auto;" width="320" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Modified Dunlop Crybaby (Dual Expression Pedal)</td></tr>
</tbody></table>
<div class="separator" style="clear: both; text-align: center;">
<iframe allowfullscreen="" class="YOUTUBE-iframe-video" data-thumbnail-src="https://i.ytimg.com/vi/NJWGDnShY9s/0.jpg" frameborder="0" height="266" src="https://www.youtube.com/embed/NJWGDnShY9s?feature=player_embedded" width="320"></iframe></div>
<br />
<br />
After leaving the dual-stereo effects loops, the signal winds its way into the <a href="https://www.tcelectronic.com/Categories/Tcelectronic/Guitar/Stompboxes/FLASHBACK-X4-DELAY/p/P0CKU">TC Electronic Flashback X4</a> for long delays and reverse-playback trickery. This is yet another flavor and opportunity to make choices about delay and special effects at a later-stage in the processing chain. One thing that stands out about the Flashback X4 is their <a href="https://www.tcelectronic.com/toneprints">Tone Print</a> technology. Initially Tone Prints could be seen as a gimmicky way to capitalize on the star power of custom presets and the adoption of a sound-alike mindset but, once you peek under the hood and see the possibilities the technology unlocks, there’s no doubt that it enables some incredibly creative control. I’ve swapped out the circuit board mounted footswitches for sturdier soft-switches on both the Flashback X4 and Line 6 DL4 and there are a couple <a href="https://www.thegearpage.net/board/index.php?threads/just-finished-modding-my-flashback-x4.1548390/">other mods</a> I’d like to undertake someday as well.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://lh3.googleusercontent.com/3YKi5gwMUuq6SBmpHJEN92FalatLaYFBxuNSivsRnNomUSgJHa25XxRsrJDZBmNWEiXuN62JELbYVaeHe4ZkLPqE6fohm6pcjCR63qAdnbB2mQ0N_d5MDJXYerbod3CYbcsT7jHf" style="margin-left: auto; margin-right: auto;"><img border="0" height="400" src="https://lh3.googleusercontent.com/3YKi5gwMUuq6SBmpHJEN92FalatLaYFBxuNSivsRnNomUSgJHa25XxRsrJDZBmNWEiXuN62JELbYVaeHe4ZkLPqE6fohm6pcjCR63qAdnbB2mQ0N_d5MDJXYerbod3CYbcsT7jHf" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">TC Electronic Flashback X4 Soft-Switches Before Replacement </td></tr>
</tbody></table>
<img height="150" src="https://lh6.googleusercontent.com/wvNron2sEHTs_s6q_kR9TaGV4r0UQx0w0gkIDBx4C_mOa4rKh1cfc9hQmz_Ww7m4jDBZXBWWqCnF6buU9rTp9qAk_h-hXhX010FWe3kue1mQf5K5AFhs1p7mdPTyFfpAq47JIKuv" width="200" /><img height="150" src="https://lh5.googleusercontent.com/FYQjhK9pPyGNx02yA8wwjRQnzqLMuW78PGw-fpaZzt88i-8ggAnJp3_HHqnzO7IF0ukAGxbOHnYQ3O0wbUQAWCuZaOD4K0l-gXr2qMcAKWAFk74xbzOi6eyOgWsKDou_BytxDGR-" width="200" /><br />
<br />
From there it goes back into the rack for a final helping of gigantic Reverbs courtesy of the <a href="http://www.muzines.co.uk/articles/digitech-dsp-128-plus/75">Digitech DSP 128+</a>. While I’ve had the DSP128 for years, the DSP 128+ makes up for losing some of the output flexibility of its predecessor with the edition of, what they call, ‘Ultimate Reverb’. This algorithm which takes the insanity of the previous iteration and drives it even further into another dimension of spaced-out reverberation. Additionally, certain settings allow for a new footswitchable ‘Hold’ function which (you guessed it) grabs what’s in the delay buffer and repeats it infinitely. From the outputs of the DSP 128+ signal winds its way back into a <a href="http://www.bossarea.com/boss-pn-2-tremolo-pan/">Boss PN-2 Stereo Tremolo/ Pan</a> where the resulting cloud of Reverb and delay can be bounced between left and right channels in a mind-melting illustration of stereophonics (Illustrated to great effect during the song “<a href="https://lostchocolatelab.bandcamp.com/track/shall-we-start-over">Shall We Start Over</a>”). The final leg of the journey takes us back to the rack into <a href="http://www.symetrix.co/kb/525_ug.pdf">Symetrix 525 Dual Gated Compressor/ Limiter</a> to reign-in the cloud of atmospherics and bring some additional volume and sustain to the Reverb tails. The compressor outputs to a 60W Silvertone 1474 modified to run in stereo.<br />
<br />
<img height="200" src="https://lh4.googleusercontent.com/rPmIoiOVDdhlNHmV5sfbAKysNMBNi46Zlk5bBTJL_4ateM8odqbGKy5OBjDFlWBGncgZgMbIFQ_vMzTOL1jlVp_NR47IT9uw12YxK-a72aQeT2hIKbyDD-411gYeX8P9JSVcZtcb" width="200" /><img height="150" src="https://lh6.googleusercontent.com/Bzrg7gGTjbAbrEFkfc98l7LS3s5-qOuD7O0WPVh_1YBOgSI4CfpXVjYpqRC01PiSo2p9UWVEw-oj2XR1kQ4qpP2DKqZOMgE0rJ0WDFEBGi8G-uLIVUAgvRdB0O0cBDrfVK1HjmH8" width="200" /><br />
<br />
<h2>
Stereo Silvertone Sidebar</h2>
I used to work in a rock and roll repair shop in St. Paul, Minnesota called The Good Guys (no affiliation with the California electronics franchise). I held the non-glamorous job of interfacing with high-strung gigging musicians and their precious cargo while shepharding them through the proposed repair process; soldering jammed input jacks, intermittent connections shaken loose by rock and roll vibrations, etc. On one of the many trips back and forth between the cramped intake room, through the shelved hallway, and into the back room where the electronics repair magic happened there happened to be pieces of gear that went unclaimed, unfixed, or otherwise neglected and forgotten (aka the stuff that dreams are made of). Among the dead Oberheim OBXa, the parted-out Yamaha DX7, and sad looking Peavy was a tuxedo-black mint condition <a href="https://uniqueguitar.blogspot.com/2013/12/1960s-silvertone-amplifiers.html">Silvertone 1474</a> (This really is a story that dreams are made of!). It’s hard to remember exactly what happened next, or how the conversation evolved (It surely had something to do with the Silvertone 1484 I was already gigging with in the Minneapolis band February) but over the next years I would unleash that beautiful amplifier to rock the wide open dimensional-plains with a maelstrom of guitar noise. But before that could happen, it had to be resurrected from its slumber. <br />
<br />
By this point in my guitar playing, I had already decided upon a stereo setup leveraging the Digitech DSP 128, even going so far as to employ a Samson Power Amp and a couple if giant 15” & horn PA speakers for maximum stereo separation. Somewhere in the course of discussing the resurrection of the 1474, technician Quint Hankel mentioned that the amp could easily be converted to operate as a stereo amp and set to work making this dream come true. With the 4 6L6 tubes now splitting duty across a left and right output, each routed to one of the internal speakers in the 2X12 cabinet, this customized monster of tone became part of a stack of Silvertones that was the backbone of my live rig in February and in the early days of Lost Chocolate Lab.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="400" src="https://lh4.googleusercontent.com/Ax129hLpL4Yn2SUv-2iyLCGTyMs_LZHFp1dLTQxHHgrAt626ttE9tDPKfX9T4fTOA0FJm9R7KSbN5Dr9BFsA9x7Tnjqkgs7IHz_cgEob5--BrdPmrk3W09-9b6EuagUQJ8DzYxvG" style="margin-left: auto; margin-right: auto;" width="300" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Stereo Silvertone 1474 and Mono Silvertone 1484</td></tr>
</tbody></table>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="240" src="https://lh3.googleusercontent.com/zmJbMOB-u4o8380fnjv-6oLWOWlkpRIHMcNbhPj_4Kq0b0VYutqN9KRVH9ScfLEspGaWcRfAznDVOiInV5_2Z8HaI9_IFFvjCeZ80cvs5Kv882Syl_4c8bfBBWJLwjpAWXNRY_yY" style="margin-left: auto; margin-right: auto;" width="320" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Stereo Silvertone 1474</td></tr>
</tbody></table>
<br />
After years of use, Don Mills of Seattle’s <a href="http://www.goldenphiamplification.com/">Golden Phi Amplification Engineering</a> took a second pass at the amp, swapped out two of the output transformers, and cleaned up some parasitic noise that had crept into one of the channels. Meanwhile, in order to keep things flexible, I build a speaker junction breakout box that allows me to route sound in stereo to either; the two internal speakers or by leveraging both speakers in the cabinet as one side of the stereo amplification while leveraging another cabinet for the other side. With the flip of a switch and some cable manipulation the amplifier can wide in a two cabinet configuration or stay compact as a stereo combo amp. There are 2 channels of inputs allowing for a mix of two individual stereo signals, used to great effect during the recording of Lost Landscapes to handle the stereo output of the Digitech DSP128 as well as both of the Ibanez DM1100s. The resulting tone is heavily colored, very forward sounding, with more than a little bit of that milkshake-thick grit that Silvertones are known for.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="265" src="https://lh5.googleusercontent.com/ZDKVVZPe_mWJkt8mOLItRagIKVQgF3UAl1FttyXSC8vuML1pjAQOuE0nRO7SEsOcjWdvKCYzuS6B_zzMEb8rodR6PEJ_wt_C5CfH94f-I4UiySqc8yAvBcF53gbWlXXfVYUyiwKU" style="margin-left: auto; margin-right: auto;" width="320" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Stereo Operation (2 Cabinet)</td></tr>
</tbody></table>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="240" src="https://lh3.googleusercontent.com/Y6_C9XybpcIvLuO-YHbpBOfX6vm2QFpHXVw3gIuebnJC7hQ9TSGWL_x6CCQcsZ1-MbYNdi_150NujXsq28fj1ujN7cOCYEOLTX9dVOVTck62TphthLMSWFqmovq3xfikX_r8g5r0" style="margin-left: auto; margin-right: auto;" width="320" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Mono Operation (Internal Cabinet)</td></tr>
</tbody></table>
<br />
For the recording of Lost Landscapes, there are a total of 3 distinct outputs: <br />
<br />
<br />
<ol>
<li>Mono Pedalboard to Silvertone 1484</li>
<li>Stereo output of the Ibanez Delays into Channel 1 of the modified Stereo Silvertone 1474</li>
<li>Stereo Output of the Symetrix Compressor into Channel 2 of the modified Stereo Silvertone 1474</li>
</ol>
<br />
<br />
These 3 signals are then blended to taste in the room with an ear towards allowing the mono pedalboard to give definition to the cloud-formations emanating from the stereo Silvertone amplifier.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img height="300" src="https://lh5.googleusercontent.com/0rOOZNoiFrndf9oZJBVkQjRTcnCmXYox-zSwxaDfB-IMQXS6C25tIXG-ZjecEJjQF1lkzXJwPJnftHTtiXn79POOr-tMviZMVlmE_YLA3uUdUb344fIoXNtolanTHYY2kFeu8AeM" style="margin-left: auto; margin-right: auto;" width="400" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Master Control Program</td></tr>
</tbody></table>
<br />
<h2>
Recording Rundown</h2>
Armed with a trusty <a href="http://www.voxshowroom.com/us/guitar/55_series.html">Goldtop Vox SDC-55</a> through the aforementioned pedalboards, the mono branch runs into a 60W Silvertone 1484 connected to a Marshall 4X12 with 2 mics on it (SM58 & Sennheiser MKH 416). The stereo pedalboard runs into a Silvertone 1474 modified to run stereo into 2X 2X12 (the 1474 & 1484) cabinets, mic'd with a matched pair of AKG 414's running directly into an RME Fireface connected to a Mac Laptop and then into the Reaper DAW. <br />
<br />
The recording took place during the week of December 26th 2016 in 3 sessions. The first was a 2 hour fully improvised set. The second session, after some tuning and recording confirmation, was spontaneously composed the same day. These two takes comprised the basic tracks for Lost Landscapes. The next day I performed live overdubs across a handful of sections that had a vibe or semblance that resonated when I listened back. I added some markers to the timeline for rough in/out transitions but otherwise improvised alongside the first pass wearing headphones.<br />
<br />
Rough mixes were bounced of the sections that held together across repeat listening and the long process of sculpting and mixing began. With a total of 4 tracks for each of the 2 passes, I was juggling the balance between 8 simultaneous tracks for each song. Working with sound as my day job, and already having applied a healthy-dose of DSP during recording via effect pedals, I didn’t want to spend time doing a lot of post-processing on the final tracks with additional plugins. Ultimately, I did some noise reduction using Izotope RX, employed plenty of equalization and dynamic EQ with just a touch of compression. Mixing was done in Ableton Live with the final sequencing ending-up back in Reaper. <br />
<br />
While I did a fair amount of auditioning across multiple studio environments, I knew that I didn’t have the best frequency balance after working the EQ of each track aggressively over the year of micro-tweaking. I called on the artistic services of <a href="http://hebakadry.com/">Heba Kadry</a> at <a href="http://www.timelessmastering.com/">Timeless Mastering</a> in New York to help restore balance to the frequencies across the entire 80 minute album. I saw Heba speak at the 2017 Audio Engineering Society New York Conference on a panel entitled “Mastering 201: Beyond the Basics” where she discussed the art of “sonic sculpting”. The words she used to describe her process resonated and when the time came, months later, to master the project it seemed like a good fit. I learned a lot through the process and her work helped clear away some sound-cobwebs and reduce some fatiguing frequencies that had built-up as a part of the equalization that I’d done. <br />
<br />
<img height="224" src="https://lh6.googleusercontent.com/LpC_l0iWTdNBgLKcuHdb2O3j7d3HypZ9oxqL-uR3jYyfBVRoEub1cJaDKd6WzEh4iOjCi8zAty_n0Jy9-zIttyPCh1ZkR3Cc6vMvXHrwNmW4zPU1_AI06Mz9VBL6cOtCpcXqv95q" width="400" /><br />
<br />
<h2>
Video Landscapes</h2>
The other piece of the puzzle that came together during the mixing of the album were the 80 minutes of videos that would accompany each track. Hours of landscape footage recorded during my commute to work between the University District of Seattle and South Bellevue became the source material forming the basis for the Lost Landscapes video companion. The hour plus commute served as the perfect backdrop for the sound of instrumental-soundscape guitar atmospherics. Staring out the window reviewing tracks and watching the Washington landscapes pass-by in an endless succession of (equal parts) monotony and beauty seemed like the perfect way to frame the visual aspects, or at least establish a baseline of content that would serve as the raw materials to create visuals that I felt fit the expression of sound.<br />
<br />
Video footage was captured using an old Sony handheld digital video camera and then transferred onto a Microsoft Surface for processing and editing in Adobe After Effects. New to the whole AE suite of tools, I felt my way along with different effects and editing techniques, like: mirror, opacity, saturation, and echo until something interesting started rendering. Sometimes I was happy to let the content speak for itself, other times I happily pushed it into a level of abstraction that felt fitting for the music. <br />
<br />
The aerial footage for Squall was provided by friend and fellow game audio colleague Jesse Rope. I knew he went pretty deep into nature and found creative ways to capture his adventures. I asked if he had anything that might go well as a visual accompaniment with some weird noise and searing guitar sonics. The video edits he supplied were inspiring and easily comprise one of the most epic visual unfoldings of time and space set to the tone of caterwauling guitars.<br />
<br />
<img height="223" src="https://lh5.googleusercontent.com/uKwU4ha4mbnj2jhAyu3eEfqzgRB07iWgVeRynweViyYk2wqAl0GsnxTgHmJl_KY6cDLHUp9ItHmM-qhF5pxWASfX_AdijoKrMNN2QMOsUrcY9iwQ6I6Cd073pxjQlbZQ5_2pr-TR" width="400" /><br />
<br />
The videos were teased over several months on Instagram in advance of the first single release. Small 1 minute edits of each song and video were cropped out of the final videos and bumpered with transparent text that allowed a peek into the world behind the black screen overlay. The first single off of <a href="https://lostchocolatelab.bandcamp.com/album/lost-landscapes">Lost Landscapes</a>: <a href="https://youtu.be/V6P9NRiuAVk">Squall (Radio Edit)</a> was launched and became the preview track for the Lost Album Pre-Release on Bandcamp, corresponding with the availability of Lost Chocolate Lab Logo Stickers and Patches. The album is set to be Released on August 31st with live set of solo guitar atmospheric improvisations weaving threads of the album set against a projected backdrop of visuals created to accompany the release and performance.<br />
<div>
<br /></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="color: #1155cc; font-family: "arial"; font-size: 10pt; vertical-align: baseline; white-space: pre-wrap;"><a href="http://designingsound.org/2018/09/07/lost-landscapes-opening-a-trans-dimensional-portal-using-time-based-effects/">Part 1 - Opening a Trans-Dimensional Portal Using Time-Based Effects</a></span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<a href="https://blog.lostchocolatelab.com/2018/09/lost-landscapes-pedalboards-processing.html" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: "arial"; font-size: 10pt; vertical-align: baseline; white-space: pre-wrap;">Part 2 - Lost Landscapes | Pedalboards & Processing</span></a></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span id="docs-internal-guid-da3fde41-7fff-efa5-d781-a182867ff014"><a href="http://www.pedalhaven.com/lost-landscapes-part-3" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: "arial"; font-size: 10pt; vertical-align: baseline; white-space: pre-wrap;">Part 3 - The Evolving Playback Mechanism</span></a><span style="color: #222222; font-family: "arial"; font-size: 10pt; vertical-align: baseline; white-space: pre-wrap;"> </span></span></div>
<div>
<span style="color: #222222; font-family: "arial"; font-size: 10pt; vertical-align: baseline; white-space: pre-wrap;"><br /></span></div>
<div>
<span style="color: #222222; font-family: "arial"; font-size: 10pt; vertical-align: baseline; white-space: pre-wrap;"><br /></span></div>
<a href="http://www.waywardmusic.org/?p=4013">Lost Chocolate Lab plays Lost Landscapes in Seattle</a> at The Chapel on September 14th 2018 at 8pm<br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<br /></div>
<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br /></div>
lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-37313573373712020602018-03-14T08:25:00.000-07:002018-05-01T08:34:22.051-07:00Flashback - Arcade Auction<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgc1w_kPm_ic7dI3QTmlAULcD-qWjBPWfVU_aPxm_QY3hx3MBtZKq1U_zT36tmXbFkkRtx6Y-xxD561gDLIG6Qe8a2-lnx0CBVVkcNWsKfvDlwYnlIT81KNorXlZ0OB31SyY3W8NQ/s1600/IMG_3762.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1200" data-original-width="1600" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgc1w_kPm_ic7dI3QTmlAULcD-qWjBPWfVU_aPxm_QY3hx3MBtZKq1U_zT36tmXbFkkRtx6Y-xxD561gDLIG6Qe8a2-lnx0CBVVkcNWsKfvDlwYnlIT81KNorXlZ0OB31SyY3W8NQ/s400/IMG_3762.JPG" width="400" /></a></div>
<br />
It happened in an instant, the morning arrived and somehow I was there to greet it. Like most childhood memories it’s hard to remember exactly “how”, but the “why” was clear: I was totally into video games. Which was what led to that morning in the pre-adolescent hours before dawn in the abandoned Minnesota State Fairgrounds on that precious weekend. The cold-chill wind and desolation was everywhere, except for inside the warehouse-sized arcade, whose garage doors stood open to the fall colors licked by the sun outside.<br />
<br />
I knew what to expect, I had been through this before a few years earlier. There would be a few hours of frantic scrabbling through a maze of dormant obelisks; frantically plugging, switching, cajoling, and wiggling the selection of arcade cabinets, jukeboxes, and pinball machines assembled for auction. When luck was on your side, the flip of a power switch would cause an eruption of light and sound and break the early morning silence, signaling an opportunity to test-out one of the fine machines soon to be auctioned off to the highest bidder.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhjZkmoFqmDBm1I8mRl6bFcrsql4Hx8Dt_aKTKUPhCOsscQ4MKujxtVcBTsg65pWAiZtxRXBMlQgagl0TtexxSSKxaCeyCyeB3xlwiYFHf7MwE2Uh9nuZRGWNxqqDsxN8A26mKEIQ/s1600/IMG_3795.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1600" data-original-width="1200" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhjZkmoFqmDBm1I8mRl6bFcrsql4Hx8Dt_aKTKUPhCOsscQ4MKujxtVcBTsg65pWAiZtxRXBMlQgagl0TtexxSSKxaCeyCyeB3xlwiYFHf7MwE2Uh9nuZRGWNxqqDsxN8A26mKEIQ/s400/IMG_3795.JPG" width="300" /></a></div>
<br />
It wasn’t that long ago when my dad had rolled-up to our first arcade auction three years ago; That day feels as random in my memory as any. Lured by the potential for free video games, my young, eager mind was baited hook, line and sinker with the promise of unbridled play-time while serious spenders entertained potential amusements for their own home. Fuzzy memories of games like Battlezone, Tapper, Mr. Do, and a million more crowd this first experience as I slowly learned the tricks to making machines sing the song of free-play. Find the power switch, look for the coin-box key, jiggle the wire where quarters flow and cross your fingers that it would all work out.<br />
<br />
We somehow left that first auction with a Kiss Pinball machine. It felt like a fluke, definitely not in my expectation to leave that day with a personal plaything (likely more a result of my dad’s love of music coupled with my love of video games). From there on it was rock and roll all night and pinball everyday! Friends and neighbors piled into the basement on occasion to chase the silver ball and trade high-scores for the next few years until the table lost its local lustre and fell into disuse. The story of how it ended up sold at three times the purchase price one summer wasn’t mine, but here I was again lined up at the crack-of-dawn for another auction...this time with some liquid cash in the family and an agenda to replenish the home arcade.<br />
<br />
The garage door lifted on the warehouse space, the florescent lights flickered to life, and the portable heaters began blowing, quickly heating up the space. The race was on to assess every machine and weight them in a prioritized, if not overly nostalgic, list of potential. There was Donkey Kong Jr. a favorite and quarter-hog if ever there was one, my dad was focused on Pinbot and lucky for him there was more than one that day, a three-screen Darius held an obscene fascination for me, and it was there too.<br />
<br />
Every machine that could be played was assessed on its merits and prioritized in expectation of the auction itself, which was a whole different ball game when you’ve got a stake in the game. Imagine a young tweener scrambling between machines and executing the aforementioned steps towards free-play, going from one-to-the-next in-hopes that a.) it would power on b.) the coin-box would open c.) credits could be racked up and the “assessment” could begin. This process, an exercise in the attempt/ reward loop that so underlies video games, I was living in a real-life simulation hurtling towards the potential of acquiring my own personal amusement device.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEimeoF4YgUxMPYyeyzMoBYlbxwpup8pfee9op6RrVmfAiehRC6m0o4gevq1dS2V8vJqJ0uSDfOlguvCvBtPfF6uJkcFoB7XyMknncBJIsGolTnLTPjtA5jmlPCF74xrPEHD9ndFUw/s1600/IMG_3731.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1600" data-original-width="1200" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEimeoF4YgUxMPYyeyzMoBYlbxwpup8pfee9op6RrVmfAiehRC6m0o4gevq1dS2V8vJqJ0uSDfOlguvCvBtPfF6uJkcFoB7XyMknncBJIsGolTnLTPjtA5jmlPCF74xrPEHD9ndFUw/s200/IMG_3731.JPG" width="150" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg_0pkTwDAI59tot8MEEOUxqg7nFNAIyW_04-Fen2ayuzD9QkOpmQEo-yeX0kZEvxzQ7qf8ZhhaFJ987-fyuYpKpblgt2bHMTl8OPM9ZxLwhQ_Lp6-IUYx7-Yfj8Sqd0hyWJVQLUg/s1600/IMG_3734.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1600" data-original-width="1200" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg_0pkTwDAI59tot8MEEOUxqg7nFNAIyW_04-Fen2ayuzD9QkOpmQEo-yeX0kZEvxzQ7qf8ZhhaFJ987-fyuYpKpblgt2bHMTl8OPM9ZxLwhQ_Lp6-IUYx7-Yfj8Sqd0hyWJVQLUg/s200/IMG_3734.JPG" width="150" /></a></div>
<br />
<br />
I remember the auction moving perilously fast. The Pinbots went for more than we could bid, first-tier arcade machines went fast and pricey, the reality of acquiring any machine was swiftly slipping away. There were some dark-horses in the running, my dad bid and won the purchase of a pinball machine called Paragon. All swords and sworcery, this table came straight from the 70’s and was the perfect fit for a bearded-bard like my dad. With graphics that looked like they should be airbrushed on the side of a van with a heart-shaped window and wall-to-wall shag carpeting, the table felt slow and languorous to my 1980’s addled mind. The rest of the auction passed by in a flash of heat and bidding that resulting in the acquisition of two machines that were underdogs on our list.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjxC38mH0mqQ2rrJIp1EhLtghrDRJCy3PPn9cxoQ6KXICMzU_aHgrHKBNLupS-8h9D5Wykwt_um_oFrXAZcLkdBcgb4S8i4lNMzWlrA00ett7JaG0DbZwtxYm82aoOTSkf3FUq9zw/s1600/IMG_3658.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1200" data-original-width="1600" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjxC38mH0mqQ2rrJIp1EhLtghrDRJCy3PPn9cxoQ6KXICMzU_aHgrHKBNLupS-8h9D5Wykwt_um_oFrXAZcLkdBcgb4S8i4lNMzWlrA00ett7JaG0DbZwtxYm82aoOTSkf3FUq9zw/s400/IMG_3658.JPG" width="400" /></a></div>
<br />
The Adventures of Major Havok from Atari. I knew Tempest, boy...did I know that machine. The brilliant red, green, and yellow of it’s vector-graphics display still stands out in any arcade ensemble. Not to mention the spinning wheel mechanism of play. However, Major Havok was another thing entirely. Where Tempest see’s you expunging scourge and hurtling ever forward in difficulty and speed, this Major Havok had some diversity. An introductory screen where you can play breakout and use warp codes to jump ahead? A 3D Space Invaders-like shoot ‘em up? Lunar Lander-like section? Maze shooter? Then top it off with a space base infiltration and explosion? An incredibly deep playing experience that has withstood the test of time and continued to be a challenge even all these years later. Owen Rubin was the chief designer of Major Havoc (see comments, thanks Jason!) and tuning and some level design by soon to become visionary in the video game industry, Mark Cerny.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjAdYo8BzdmHzbpt_CsUcamfB5gmj9T0Eu60pZ0TqL0R21xhrbzhfkxOOio1MR-rhnoJr7sgYAQfEw4l4G9jJHKkqy3LI2gvvlWnTRdMUMx2HxxKVppTiZjk60m3xxPdrbSMQoArg/s1600/IMG_3767.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1600" data-original-width="1200" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjAdYo8BzdmHzbpt_CsUcamfB5gmj9T0Eu60pZ0TqL0R21xhrbzhfkxOOio1MR-rhnoJr7sgYAQfEw4l4G9jJHKkqy3LI2gvvlWnTRdMUMx2HxxKVppTiZjk60m3xxPdrbSMQoArg/s400/IMG_3767.JPG" width="300" /></a></div>
<br />
Then there was Orbitor1 by Stern. If you’ve ever played this table, you would know. It’s playfield; concave plastic stretched over a molded moonscape, backlit with flickering lights. It’s bumpers, spinning and magnetic centrifugal forces that attract and propel the shiny pinball to greater reaches and wilder trajectories. With a synthesized robot voice that implores you to “Shoot Pinball Again” or announces that “You Got Double” when multi-ball is unlocked, the sound of Orbitor1 can be called a formative experience to my game audio career. If you’ve ever happened across this one, you remember! There is nothing quite like the feeling of having the ball flung behind the flippers and coming out the other side with your game still in-progress. Orbitor1 is a one-of-kind experience that demands to be played.<br />
<br />
How we ended up at the end of that auction with three machines, two of which stand as strange anomalies in their genre, at the end of that fateful day still escapes my understanding of history. Here I stand, 30-ish years later at their parting and it’s impossible to tell you just how deep their influence on me has been. Even through their years of dormancy and disuse, their bond and legacy in me has been a continuum that runs through my story. The year Orbitor1 spent in a loft overlooking downtown St. Paul. When the kids were young, in the garage entertaining on sunny days. The thread of video games runs through my history to this day as a Technical Sound Designer in the gaming industry. These formative experiences shaped my view of the future from those early days and is somehow responsible for my place in time.<br />
<br />
It is with a hope for the future space explorer, pinball wizard, or arcade archaeologist that these machines will find a new home with the Seattle Pinball Museum and their legacy and story will be long told.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi7g9bWCj3h7-FPSVBamARNYIxViRBfoylUWRCqCBDdGIq2vPRMAAmY3BGydiMi2Og-wF0RD-EC2ZmDUJ6Imhvsz0mU45GyHeukjxHLMfCMyBe1ZKA77rQ1IvsD1phvCrAzJ7GFAA/s1600/IMG_3816.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1280" data-original-width="960" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi7g9bWCj3h7-FPSVBamARNYIxViRBfoylUWRCqCBDdGIq2vPRMAAmY3BGydiMi2Og-wF0RD-EC2ZmDUJ6Imhvsz0mU45GyHeukjxHLMfCMyBe1ZKA77rQ1IvsD1phvCrAzJ7GFAA/s320/IMG_3816.JPG" width="240" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhRkhIUtDTJkAIcr_PFYEJfSs4q8kCvA3keVkbHRvu_w8MYCLaQU1ymKP1jNO7-Hy9i2EUECywyrqsD5VAm5LRf7qMS9esF1PQ7wOipPkO0y7WBSl9fY0bDlN7k-N5iWMSfQvnvmg/s1600/IMG_5684.jpg" imageanchor="1"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhRkhIUtDTJkAIcr_PFYEJfSs4q8kCvA3keVkbHRvu_w8MYCLaQU1ymKP1jNO7-Hy9i2EUECywyrqsD5VAm5LRf7qMS9esF1PQ7wOipPkO0y7WBSl9fY0bDlN7k-N5iWMSfQvnvmg/s320/IMG_5684.jpg" width="300" /></a></div>
<br />
<br />
Wow wow wow wow very nice try again,<br />
Damian Kastbauer<br />
<div>
<br /></div>
lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-64379697247349056912017-03-14T17:02:00.002-07:002018-01-06T14:25:53.478-08:00Tales of a Technical Sound Designer<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
</div>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://www.blurb.com/user/dkastbauer" target="_blank"><img border="0" height="225" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhIOxY-POK9qXfCPFdbf8vY2aX7SXMwt7X-7Dr0U6jI_dqYOzdHeckfbZYbsmgZf2TwqkbWUowLZvCPUfm86PrtKKvoWkuZLv063-sdU3bdNQOD2Tb7cTWEsYSAcEC0PSx58RS6Yg/s400/Cover_Volumes_Ad_02.jpg" width="400" /></a></div>
<br />
I haven't been writing much lately. An article here or there, but nothing too crazy. It dawned on me last year that I used to do quite a bit of writing. Writing has been one of the ways that I use to process my experiences and sharing those experiences with others has been a fundamental part of my growth. It turns out that after 10-odd years of writing and processing, I was looking back on a body of work that represented my formative years in game audio. Between officially published articles, interviews, and a couple of series, there was more than enough to pull together everything into some semblance of a form. So much everything, that <b>I decided to self-publish a two-volume collection that is now available for purchase digitally (PDF) or printed on-demand (B&W or Colour) as:</b> <a href="http://www.blurb.com/user/dkastbauer"><span style="font-size: large;">Game Audio: Tales of a Technical Sound Designer</span></a><br />
<br />
<span style="font-size: large;">Order here: <a href="http://www.blurb.com/user/dkastbauer">eBook & Paperback Editions</a> &</span> <a href="https://www.amazon.com/s/ref=dp_byline_sr_ebooks_1?ie=UTF8&text=Damian+Kastbauer&search-alias=digital-text&field-author=Damian+Kastbauer&sort=relevancerank"><span style="font-size: large;">Amazon Kindle Editions</span></a><br />
<br />
The articles contained within continue to be available online: <a href="http://www.gdcvault.com/gdmag">Game Developer Magazine</a> in the GDC Vault, <a href="http://designingsound.org/?s=audio+implementation+greats">Audio Implementation Greats</a> at <a href="http://designingsound.org/">DesigningSound.org</a>, <a href="http://blog.lostchocolatelab.com/">Lost Chocolate Blog</a> in the very same place it's always been, with a few articles and interviews strewn across the net-scape. There is something to pulling all of these together and the strength-in-presentation they acquire by doing so. A bit of history and hopefully some timeless insights into game audio and the process of discovering ones passion comes into focus through the 500 total pages across the two volumes. (It also highlights my curious relationship with words, phrasing, and my struggle to frame these ideas in a way that communicates passion and complexity.) A worthy en-devour for those who are interested in charting a path through time and possibly pickup some game audio nuggets of wisdom along the way.<br />
<br />
What a way it has been!<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhRpK0HO_j3MNt7sCTU8M8qGZxxzhvl9hdW9eqDz38SmyTjZ9hVeuYmbl7OHIn6NIOMVhsTIi21JAW5h-WPBkQOj07E_aUXZNRPaDqC7nRmRybOeTU4wNarSaN4NF7QritNXd5-SA/s1600/IMG_0262.JPG" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhRpK0HO_j3MNt7sCTU8M8qGZxxzhvl9hdW9eqDz38SmyTjZ9hVeuYmbl7OHIn6NIOMVhsTIi21JAW5h-WPBkQOj07E_aUXZNRPaDqC7nRmRybOeTU4wNarSaN4NF7QritNXd5-SA/s200/IMG_0262.JPG" width="150" /></a></div>
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjFOqxiTYUoIn_dVfXIMXkxEUCJha5WklCDA_MrZOzM7yZOmr9_-VCDu8vovSCQh0obHM5PUQryltGpWITZu38v-mguu0QjVqRWTIq7SjPQV_-8C8vnjsH_32zQrKLZ_UKJSL-zrg/s1600/IMG_0263.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em; text-align: center;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjFOqxiTYUoIn_dVfXIMXkxEUCJha5WklCDA_MrZOzM7yZOmr9_-VCDu8vovSCQh0obHM5PUQryltGpWITZu38v-mguu0QjVqRWTIq7SjPQV_-8C8vnjsH_32zQrKLZ_UKJSL-zrg/s200/IMG_0263.JPG" width="150" /></a><br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhLKy0xy1AwR1RmaXt-ICLE9Ier14vHeyPs1B29x6d3FJosG-48vdZL5EvKt3mAcVvEhePRFkAmurLPPCinzUlm2vsO3C2tTV7aBIOYJJ5PfNfwppTHqupD1NihiPw_sNHZ22a1KA/s1600/IMG_0264.JPG" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhLKy0xy1AwR1RmaXt-ICLE9Ier14vHeyPs1B29x6d3FJosG-48vdZL5EvKt3mAcVvEhePRFkAmurLPPCinzUlm2vsO3C2tTV7aBIOYJJ5PfNfwppTHqupD1NihiPw_sNHZ22a1KA/s200/IMG_0264.JPG" width="150" /></a></div>
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjhGtEvoUzdH5Ue4NlVn_utLnoAkSmA0TiDBIoTPMiuO5UzdAYFG9SrQIkYvzp4qHlOM2inExPUhsF1m1hnHIxllN0vScW7Y_bZaYuhZZ1Rg9Png3Mo96eEKXKpPGo94ejy61R7lQ/s1600/IMG_0272.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em; text-align: center;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjhGtEvoUzdH5Ue4NlVn_utLnoAkSmA0TiDBIoTPMiuO5UzdAYFG9SrQIkYvzp4qHlOM2inExPUhsF1m1hnHIxllN0vScW7Y_bZaYuhZZ1Rg9Png3Mo96eEKXKpPGo94ejy61R7lQ/s200/IMG_0272.JPG" width="150" /></a><br />
<div class="separator" style="clear: both; text-align: center;">
</div>
<br />
My first-few articles writing for Game Developer Magazine, reviewing audio middleware tools, or the Audio Implementation Greats Series, attempting to highlight the unique position of audio implementation and elevate it into an art in-its-own-right, feel like the first-steps on a journey that I've been on since taking the first steps so long ago. The inappropriate grammar, the run-on sentences, the oblique references, the terrible 1980's song quotes, all align in what I hope is an enjoyable expedition into the mind of a technical sound designer. Wild pontification on everything interactive audio: from the now-past to potential futures and beyond!<br />
<br />
Meanwhile, somewhere between-the-lines of various interviews, a loose definition of Technical Sound Designer can be found. A sticky-wicket to nail down, the nomenclature once <a href="http://designingsound.org/2009/11/rob-bridgett-special-the-role-of-an-audio-director-in-video-games/">quothed by Rob Bridgett</a>, Technical Sound Designer has grown to encompass many things to many people and potentially surpasses the narrow restriction of language in doing so. For an industry that has continued to fan-out in specializations (See "Knowing a Thing Or Two" in Volume 01) is there room for a "Technical Music Designer"? What about a "Technical Audio Director"? Where does that leave "Audio Implementor"...does that imply entry level experience?<br />
<br />
The exciting part is that this is all being discussed TODAY and will likely continue to be a nebulous blob of uncertainty for a while. Maybe you'll come across some wild terminology within these two volumes that has settled into a kind of standardization. When I first jumped in, nobody could decide what to call an Event. Since then, with the help of audio middleware, we seem to be equipped with much of the vocabulary we need to discuss our craft. Then along came VR Audio and things are just getting started again.<br />
<br />
But before I get ahead of myself, I just wanted to take the time to thank everyone for their support and inspiration over the years. A project (or career) of this scope does not happen by itself or without the help and understanding of many people along the way. Thank you.<br />
<br />
If you have a chance to read through these florescent tomes of game audio, feel free to drop a line and let me know how it went. I'd be fascinated to hear about your epiphanies or frustrations with these writings.<br />
<br />lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-65631350058321304042016-01-26T16:12:00.003-08:002022-03-10T15:20:06.833-08:00Game Audio - Conclusions from GDC 2006 Reprise<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg42GUxlxAIjrbOrt_9YERGdH_-tW7Q24p6wsQ0OGPMgp7Fxt4Tm0rmCN0tdLLikIHlQIqdy7TjxZy6EFWl_CvCn7bZP89uW-wI431b8rqbpA_poAhMMF9FSL0OmiFXBEzPEIf7PA/s1600/IMG_5213.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg42GUxlxAIjrbOrt_9YERGdH_-tW7Q24p6wsQ0OGPMgp7Fxt4Tm0rmCN0tdLLikIHlQIqdy7TjxZy6EFWl_CvCn7bZP89uW-wI431b8rqbpA_poAhMMF9FSL0OmiFXBEzPEIf7PA/s400/IMG_5213.JPG" width="400" /></a></div>
<br />
I wrote this to the team at 0 A.D. where I was once the Audio Director (which was quite a lofty title for a then-scrappy loose conglomerate of individuals scattered across the globe). As we head into another year of the Game Developers Conference I thought it would be great to reflect on these words, 10 years later, and try to soak-up any value that might lie within.<br />
<h2>
<span style="color: orange;">Conclusions from GDC 2006</span></h2>
<h4>
Posted 07 April 2006 - 05:07 AM<br />
by Damian Kastbauer (aka LostChocolateLab)</h4>
<div>
<div class="post entry-content">
I promised a little wrap up so here goes:<br />
<br />
<strong class="bbc">Disclaimer: </strong>This write up is focused strictly on the experience SURROUNDING the actual tutorials, sessions, and lectures. What follows in the seedy underbelly of the conference, and should be seen as a secondary focus, apart from the hard skills and learning from industry professionals.<br />
<br />
Looking back on the week that was <strong class="bbc">GDC 2006</strong><br />
<h3>
<strong class="bbc"><span style="color: orange;"><br /></span></strong><strong class="bbc"><span style="color: orange;">Mantra’s:</span></strong></h3>
<ol>
<li><strong class="bbc"><strong class="bbc"> No thinking, only doing.</strong></strong></li>
<li><strong class="bbc"><strong class="bbc"> I can sleep when I get home.</strong></strong></li>
</ol>
Most of you know I headed out to GDC, Demo Reel in hand ready to take on the world with experience gained here, and through other contract work I’ve accumulated over the past year. While I don’t regret the singularity with which I headed out west, I feel that in hindsight I might now be able to offer a better perspective on what the convention is all about, and how one might prepare for it. Truth be told, nothing can truly prepare you for your first time, but I’ll throw out some observations that might help fill in the picture of what is to be gained. (Or at least what made it through my filter)</div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiWr0NB2KKNAuptqjQ_MRfVAhq_l1zMzfA_Y6-6r-gerX7J9YoJu9SEH5mcGbRux6FMAvfqGve1Vvaln0quu2q3066OQYmbIpHvkKR95JUnEspuNv1xboGdiDUDjxnWFGL9a0oKSg/s1600/IMG_5215.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiWr0NB2KKNAuptqjQ_MRfVAhq_l1zMzfA_Y6-6r-gerX7J9YoJu9SEH5mcGbRux6FMAvfqGve1Vvaln0quu2q3066OQYmbIpHvkKR95JUnEspuNv1xboGdiDUDjxnWFGL9a0oKSg/s400/IMG_5215.JPG" width="400" /></a></div>
<h3>
<strong class="bbc"><span style="color: orange;"><br /></span></strong></h3>
<h3>
<strong class="bbc"><span style="color: orange;">GDC is all about levels:</span></strong></h3>
<div class="post entry-content">
<br />
Are you the next [fancy game] artist? The next [fancy game] musician? The next [fancy developer] waiting to happen?<br />
<br />
Understanding all this and more can be yours at the largest conglomeration of be’s and wannabe’s in the industry. Being immersed in the culture is a fantastic way to see the levels of skill, dedication, and talent stacked up against you in the industry. The people working and who want to be working are on display and only a handshake away. Most are hungry to be either recognized or validated for their hard work, and taking the time to get to know some of them is what it’s all about.</div>
<div class="post entry-content">
<ul class="bbc" style="list-style-position: outside; margin: 12px 0px 12px 40px; padding: 0px;">
<li style="margin: 0px; padding: 0px;">If you were wondering where you fall in the hierarchy of creatives out there angling for all the same great game jobs, GDC is where you can find that answer.</li>
</ul><div><i><br /></i></div><div><i>2022 Addition: No matter what level you're at when you arrive, your place of experience and unique perspective is valuable to the community.</i></div>
<br />
<h3>
<strong class="bbc"><span style="color: orange;">I remember you from last year, and other stories I overheard:</span></strong></h3>
</div>
<div class="post entry-content">
It became swiftly apparent that I was playing at an insider’s game. Most of the heavy hitters in my industry were well connected, they knew people who knew people…and most importantly had been coming to GDC for YEARS! For some it was reconnecting with people that they met/saw last year at GDC, or maybe worked with or corresponded with last year. This recognition and continuation is an immediate induction into the “I’m for Real” Club, and that MATTERS. </div>
<div class="post entry-content">
<br />
Anyone can go to GDC and be surrounded by prophetic greatness flowing in the lecture halls, that's the beauty of it. But not everyone KEEPS coming back year after year to re-educate, see friends/clients, and keep up good contacts.<br />
<ul class="bbc" style="list-style-position: outside; margin: 12px 0px 12px 40px; padding: 0px;">
<li style="margin: 0px; padding: 0px;">People want to feel secure that you’ll be around for the long haul.</li>
<li style="margin: 0px; padding: 0px;">These people mean business, and part of business is continuity.</li>
<li style="margin: 0px; padding: 0px;">(If you plan on going one year, plan on circling-back, whenever you're able, for the rest of your career)</li>
</ul><div><i><br /></i></div><div><i>2022 Addition: After a couple of years in isolation, the value of in-person discourse can be palpably felt by folks who once lived off of the energy of these interactions. We all know that the communication-side of this can be made up over the wires and across screens, however, I think there is still a magic between people sharing space that hasn't been replaced. </i></div>
<br />
<h3>
<strong class="bbc"><span style="color: orange;">You can’t shut it off, but please put it away:</span></strong></h3>
</div>
<div class="post entry-content">
If I were to tell you that GDC is not all about networking, it’s all about “Relationship Building”, you’d tie me up in a burlap sack and flog my with pink bunny rabbits. But the truth of the matter is, while I did a fair amount of networking…by the time Thursday night hit there was a vibe in the air and it was apparent that no one really wanted to talk shop anymore. Sure there was the formality of introductions, but if you didn’t move on to entertaining subjects pretty quickly, eyes started wandering and drinks were quickly emptied in an attempt to dash to the bar for a refill. Some of the best experiences were ones spent unraveling the hours in conversation, people want to know that you can get down and cut loose as a human being. </div>
<div class="post entry-content">
<br />
<ul class="bbc" style="list-style-position: outside; margin: 12px 0px 12px 40px; padding: 0px;">
<li style="margin: 0px; padding: 0px;">People want to meet real people.</li>
<li style="margin: 0px; padding: 0px;">They want to share interests but don’t want to be defined by them, and they want to have a good time. (If that overflows into talking shop, fine…but it could just as easily be futurist theory, ice fishing, or who would win in a fight between Superman & Mighty Mouse.)</li>
<li style="margin: 0px; padding: 0px;">Prepare to talk and listen without selling. Be yourself and your @#$%-pirations will follow.</li>
</ul>
<div class="post entry-content"><br /></div><div class="post entry-content"><i>2022 Addition: I still remember some of the great conversations (see below) from my first GDC. While there was a fair amount of strategizing between friends towards a future career, there was just as much nonsense...beautiful nonsense. Be present, engage in realtime, give as much as you get, listen and contribute, make space in the conversation for others, bring quiet folks into discussion, find a way to connect. Some of those connections may last a lifetime. </i></div><br />
<h3>
<strong class="bbc"><span style="color: orange;">Never underestimate the failure of memory:</span></strong></h3>
</div>
<div class="post entry-content">
You’re going to meet a lot of people. Without going into too much of a personal diatribe on the benefits of taking notes, let me direct you to <a class="bbc_url" href="http://tinysubversions.com/2006/02/effective-networking-gdc-guide/index.html" rel="nofollow external" style="color: #0f72da;" title="External link">Darius’ GDC Networking plan</a>. This guy’s got it sussed out, he’s done all the hard thinking for years so that you don’t have to. Read his stuff and benefit from his wisdom.</div>
<div class="post entry-content">
<br />
I came back with 54 business cards and notes on 52 of the conversations. What can I say about the 2 I missed? “Hi, we met and talked…nice knowing ya!” Now that’s not to say I didn’t leave a potentially deep impression on those 2 (I was sporting a potentially brain-damaging beard at the time), but I also didn’t get the chance to reconnect with them first after the conference. My bad. (I still think I did pretty good my first time out.)<br />
<br /></div>
<ul class="bbc" style="list-style-position: outside; margin: 12px 0px 12px 40px; padding: 0px;">
<li style="margin: 0px; padding: 0px;">Read the Blog on networking at GDC.</li>
<li style="margin: 0px; padding: 0px;">When you see the guy in the orange shirt next year, thank him profoundly.</li>
</ul><div><br /></div><div><i>2022 Addition: What even is a business card? (...are we using QR codes now?) What even is a handshake? (...I'll be abstaining from now on. It's going to be awkward, but we'll get through it!) I think there is still value in treating the interactions you have with people at conferences with reverence and scratching down notes at the end of the night helps to solidify conversations, opportunities, and leaves a trail for you to follow back to those moments later when the dust settles.</i></div>
<br />
<h3>
<strong class="bbc"><span style="color: orange;">What is this all towards and for?</span></strong></h3>
</div>
<div>
We all want to do work that satisfies us and fulfills our creative desires. Forget the fuzzy talk, WE WANT JOBS! Anyone will tell you there’s no one way to that goal, and from the stories I’ve heard it can be nothing but true. No one knows when their first job in the industry is going to come. Some try to secure their placement through school, some bury their noses in books and code, while others take the straight path in the back door through friends, relatives, or “relationships”. Whichever way or ways you choose, you can always increase the odds by being a person that people can easily work with and by that I mean COMMUNICATE with.</div>
<div>
<br />
<ul class="bbc" style="list-style-position: outside; margin: 12px 0px 12px 40px; padding: 0px;">
<li style="margin: 0px; padding: 0px;">Cultivate your ability to hold conversations with all types of people.</li>
<li style="margin: 0px; padding: 0px;">It takes all kinds in the game industry and if you can talk to them, you can likely WORK with them.</li>
</ul><div><br /></div><div><i>2022 Addition: Humans, yeah. Shining gems of beautiful uniqueness. Be one, be real, and be easy.</i></div>
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgVJnncDQ4p9hoT8YDh6fJEmTyHa92mQuAc_JOD-KTOse2pK9ZdJSEQhoBT1uNYA-rN4WWpGVND5hdAHSLm0QDMk0jh-QHsfC3kalnGyoCyMt0VmYUjRg5oAs_w9dtmRhW8oRNQgg/s1600/IMG_5218.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgVJnncDQ4p9hoT8YDh6fJEmTyHa92mQuAc_JOD-KTOse2pK9ZdJSEQhoBT1uNYA-rN4WWpGVND5hdAHSLm0QDMk0jh-QHsfC3kalnGyoCyMt0VmYUjRg5oAs_w9dtmRhW8oRNQgg/s400/IMG_5218.JPG" width="400" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<br /></div>
<h2>
<strong class="bbc"><span style="color: orange;">Addendum to these insights 2016:</span></strong></h2>
</div>
<div>
<strong class="bbc"><span style="color: orange;"><br /></span></strong></div>
<h3>
<b><span style="color: orange;">Slow down:</span></b></h3>
<div>
There's no hurry, you're at the start of your career and there is time. The pressure of getting a job, paying the bills, and getting started are real...but try to keep in mind that the <a href="http://blog.lostchocolatelab.com/2012/01/flashback-gdc-2006-gang-meetup.html">people you meet</a> your first year at GDC will continue to be around for MANY years to come. This will be my 10th year, I can say without a doubt you will be crossing paths with folks you meet for years to come. I remember myself way-back-when; eager to find a foothold, looking for the spark that would light-up the runway to my future. It <a href="http://blog.lostchocolatelab.com/2012/06/rear-view-mirror.html">absolutely happened</a> thanks to someone I met that very first year (<a href="http://blog.lostchocolatelab.com/2012/06/rear-view-mirror.html?showComment=1340953999556#c6010502247266300951">thanks Jory</a>!), 10 years later I wish I could have been as confident that it would (eventually) work out. As <a href="http://carstenrojahn.com/">one of my oldest friends</a> in game audio told me that year when we met each other in-person for the first time at that GDC...BE EASY! <a href="http://alistapart.com/column/does-our-industry-have-a-drinking-problem">You don't have to drink alcohol</a>, you don't need to stay up all night (although, for the sake of maximizing time you may choose to). Make sure your time spent with other folks is worthwhile, in whatever way speaks to you personally. People will grasp the depth of your character through your actions and expression. Be yourself! Also, be sure to dig the <a href="http://www.gdconf.com/codeofconduct.html">GDC Code of Conduct</a> and create space for everyone as part of the conversation.</div>
<div>
<b><span style="color: orange;"><br /></span></b></div>
<h3>
<b><span style="color: orange;">Do your homework:</span></b></h3>
<div class="post entry-content">
By the time I had saddled up and rode my horse into San Jose for my first GDC I had been reading between the lines of articles and documentation on the internet for years trying to put together how game audio technology <i>actually</i> worked. In the process I came across games I wish I had done sound for, and people I wish I could work with. Dreams for another day, maybe (...but sometimes dreams do come true!). In order to maximize my time I put together a list of folks whose names turned up time-and-again in my online browsing history. These were folks I would love to meet, given a chance, and possibly discuss the work they had been doing in game audio.</div>
<br />
<div class="post entry-content">
I made a list, I cropped in photos, and I carried it with me around the conference halls and after-parties:</div><div class="post entry-content"><br /></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgppkP40cjWFLrlgVuLSstOPAbIakl9_8aqhQGXFhCOA8nSSj9hZ4K2WlUx3cishZyd0Ut_a5-TOIFM6aLl197VS782jKsAWRsmZmJ4ij349MWq1GLwjLQqmcvKYpPA6wO5WKdF1Q/s1600/dqqlrc.jpg" style="margin-left: auto; margin-right: auto;"><img border="0" height="239" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgppkP40cjWFLrlgVuLSstOPAbIakl9_8aqhQGXFhCOA8nSSj9hZ4K2WlUx3cishZyd0Ut_a5-TOIFM6aLl197VS782jKsAWRsmZmJ4ij349MWq1GLwjLQqmcvKYpPA6wO5WKdF1Q/s320/dqqlrc.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">These are some people in game audio.</td></tr>
</tbody></table>
<br />
Unsurprisingly a large number of these folks are still around, in my life, and were absolutely fundamental in my growth in the industry and as a person. I still remember asking Peter McConnell about iMuse, sitting cross-legged with The Fat Man and soaking-up knowledge from the man on a silver mountain, and a late-night walk with KC Collins through a deserted San Jose. I equally remember meeting <a href="https://www.flickr.com/photos/38127534@N00/sets/72057594092148361/">several other audio folks</a> at the beginning of their careers who would go-on to create some amazing sound for games: Mick Gordon, Mark Kilborn, Will Roget, Sean Beeson, DB Cooper, Mike "Skitch" Schiciano. Shared history is something I value greatly, I'm glad to have shared time with folks and really enjoy watching people wend their way throughout the industry.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgGFRYY7nFdpIXHRkWUntSgpfyd6A_KbKDTa2uAK6EpVKg9zudWz2xVZIfeTzaasn-x3rb0nMXf-C-TA6cyBt0_tSlGyKMez2O03teSFT7e8bagexDYqH0Wnm0uHsOSrIqnEs9k8g/s1600/IMG_5217.JPG" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgGFRYY7nFdpIXHRkWUntSgpfyd6A_KbKDTa2uAK6EpVKg9zudWz2xVZIfeTzaasn-x3rb0nMXf-C-TA6cyBt0_tSlGyKMez2O03teSFT7e8bagexDYqH0Wnm0uHsOSrIqnEs9k8g/s400/IMG_5217.JPG" width="400" /></a></div>
<h2>
<b><span style="color: orange;">Here are some smart and succinct suggestions from other folks:</span></b></h2>
<br />
Akash Thakkar - <a href="http://akashthakkar.com/articles/gdc-2015-postmortem">Just Add Value - GDC 2015 POSTMORTEM</a><br />
Jacob Pernell - <a href="http://www.jacobpernell.com/index.php/2016/01/06/a-guide-to-game-audio-part-5-networking-and-finding-gigs/">Networking and Finding Gigs</a><br />
Leonard Paul - <a href="http://school.videogameaudio.com/10TipsForGameAudioGDC2015-SchoolOfVideoGameAudio.pdf">School of Video Game Audio: 10 Tips for #GameAudioGDC</a><br />
Luca Fusi - <a href="http://lucafusi.com/2014/03/26/gdc2014/">GDC2014</a> <a href="http://lucafusi.com/2015/03/11/gdc2015/">GDC2015</a><br />
Stephen Froeber - Networking at GDC- A Beginner's Guide: <a href="http://gamasutra.com/blogs/StephenFroeber/20140112/208457/Networking_at_GDC_A_Beginners_Guide_Part_1.php">Part 1</a> <a href="http://gamasutra.com/blogs/StephenFroeber/20140113/208529/Networking_at_GDC_A_Beginners_Guide_Part_2.php">Part 2</a><br />
Brandon Wu - <a href="http://gamedevelopment.tutsplus.com/articles/surviving-gdc-tips-for-game-conference-success--cms-20359">Surviving GDC: Tips for Game Conference Success</a><br />
Christina Couch - <a href="http://getinmedia.com/articles/game-careers/how-become-networking-ninja-gdc-next">How to Become a Networking Ninja</a><br />
Lance Hayes - How to Network Your Way Into Game Audio: <a href="https://www.linkedin.com/pulse/how-network-your-way-game-audio-lance-hayes">Part 1</a> <a href="https://www.linkedin.com/pulse/how-network-your-way-game-audio-part-2-lance-hayes">Part 2</a><br />
Vincent Diamante - <a href="http://www.gamecareerguide.com/features/317/how_to_break_into_game_audio.php">How to Break Into Game Audio</a><br />
Nathan Madsen - <a href="http://www.gameaudio101.com/Game-Audio-Career.php">Pursuing a Career in Game Audio</a><br />
Aaron Brown - <a href="http://www.aaronbrownsound.com/advice-how-to-break-into-the-professional-audio-industry/">How to break into the professional audio industry</a><br />
Damian Kastbauer - <a href="http://blog.lostchocolatelab.com/2013/05/game-audio-aspirations.html">Game Audio Aspirations</a><br />
Joe Cavers - <a href="http://www.joecavers.com/blog/2016/1/23/gdc-advice">GDC Advice</a><br />
<br />
<a href="http://www.gameaudiopodcast.com/?p=871">Game Audio Podcast GDC 2015: I - Rumble</a><br />
<a href="http://www.gameaudiopodcast.com/?p=874">Game Audio Podcast GDC 2015: II - Vroem</a><br />
<a href="http://www.gameaudiopodcast.com/?p=877">Game Audio Podcast GDC 2015: III - Campfire Celebrations</a><br />
<a href="http://www.gameaudiopodcast.com/?p=879">Game Audio Podcast GDC 2015: IV - Boem</a><br />
<a href="http://www.gameaudiopodcast.com/?p=883">Game Audio Podcast GDC 2015: V - Scro...poef</a><br />
<a href="http://www.gameaudiopodcast.com/?p=885">Game Audio Podcast GDC 2015: VI - Zing Clap</a><br />
<br />
<a href="http://www.gameaudiopodcast.com/?p=687">Game Audio Podcast GDC 2014: I - The Glass is Full</a><br />
<a href="http://www.gameaudiopodcast.com/?p=692">Game Audio Podcast GDC 2014: II - The Glass is Right In Front of You</a><br />
<a href="http://www.gameaudiopodcast.com/?p=695">Game Audio Podcast GDC 2014: III - Jittery Glass</a><br />
<a href="http://www.gameaudiopodcast.com/?p=732">Game Audio Podcast GDC 2014: IV - The Glass is Half-Full</a><br />
<a href="http://www.gameaudiopodcast.com/?p=736">Game Audio Podcast GDC 2014: V - Grand Theft Glass</a><br />
<a href="http://www.gameaudiopodcast.com/?p=739">Game Audio Podcast GDC 2014: VI - No Glass Involved</a><br />
<br />
<a href="http://www.gameaudiopodcast.com/?p=573">Game Audio Podcast GDC 2013: I - Getting Warmed Up</a><br />
<a href="http://www.gameaudiopodcast.com/?p=579">Game Audio Podcast GDC 2013: II - Audio Bootcamp</a><br />
<a href="http://www.gameaudiopodcast.com/?p=583">Game Audio Podcast GDC 2013: III - Yeah, and That Happened! Really?</a><br />
<a href="http://www.gameaudiopodcast.com/?p=588">Game Audio Podcast GDC 2013: IV - What a Trip</a><br />
<a href="http://www.gameaudiopodcast.com/?p=593">Game Audio Podcast GDC 2013: V - 39 Flights of Loving </a><br />
<br />
See you there? <div><br /></div><div><i>2022 Addition: Someday, I won't be making the pilgrimage this year. Have fun and stay safe. Take care of yourself and take care of each other!</i></div>lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-36834677931481616012014-05-01T07:21:00.001-07:002014-05-01T07:21:38.913-07:00Our lives are like the wind...or like sounds<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEguNd7ATHK3GB54mzsfAO_RxngwmU1LDUKHCrWnQxay06sCjmZX3DVlFvfwM_kP5l58tizw3czOV9bgYXslhH70xUVUVfms71wSTHOXMlPOYSol-XFCVEMEWBIE0YQHIUM5bgOh3Q/s1600/Nausicaa_01.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEguNd7ATHK3GB54mzsfAO_RxngwmU1LDUKHCrWnQxay06sCjmZX3DVlFvfwM_kP5l58tizw3czOV9bgYXslhH70xUVUVfms71wSTHOXMlPOYSol-XFCVEMEWBIE0YQHIUM5bgOh3Q/s1600/Nausicaa_01.jpg" height="400" width="300" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Nausicaä of the Valley of the Wind - Hayao Miyazaki</td></tr>
</tbody></table>
<div style="text-align: center;">
"Our lives are like the wind...or like sounds. </div>
<div style="text-align: center;">
We come into being, resonate with each other..."</div>
<div style="text-align: center;">
<span style="font-size: x-small;"><br /></span></div>
<div style="text-align: center;">
<span style="font-family: inherit;"><a href="http://www.amazon.com/Nausica%C3%A4-Valley-Wind-Box-Set/dp/1421550644/ref=la_B000APST3K_1_2?s=books&ie=UTF8&qid=1398953766&sr=1-2">Nausicaä of the Valley of the Wind - Manga Box Set</a></span></div>
<div style="text-align: center;">
<a href="http://www.amazon.com/Nausica%C3%A4-Valley-Two-Disc-Blu-ray-Combo/dp/B004CRR9G0/ref=pd_bxgy_b_img_y"><span style="font-family: inherit;">Nausicaä of the Valley of the Wind - Movie</span></a></div>
<div style="text-align: center;">
<a href="http://www.hardcoregaming101.net/nausicaa/nausicaa.htm"><span style="font-family: inherit;">Hardcore Gaming 101 - Nausicaä </span></a></div>
lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-68185430186823049782014-03-06T07:41:00.002-08:002014-03-06T07:41:35.320-08:00To All The Audio Toolsets I've Loved Before...<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhCQUz01rfgLtjjdKtNYnWqQidlT9W1jrVo3V2oE4yxX3ozTegRAX30DFl-W2Zq7GT_uAsS90uUQoCUslOj5EedN4JnZFnN9D8rKe4K-OSsatvB7cvQgB22-9j9-vICMSzOMC-m6g/s1600/Audio_Implementation_Greats_Logo.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhCQUz01rfgLtjjdKtNYnWqQidlT9W1jrVo3V2oE4yxX3ozTegRAX30DFl-W2Zq7GT_uAsS90uUQoCUslOj5EedN4JnZFnN9D8rKe4K-OSsatvB7cvQgB22-9j9-vICMSzOMC-m6g/s1600/Audio_Implementation_Greats_Logo.png" height="210" width="400" /></a></div>
<br />
Early on I compiled a couple of lists of Audio Implementation Toolsets as part of my <a href="http://designingsound.org/tag/audio-implementation-greats/">Audio Implementation Greats</a> series over at <a href="http://designingsound.org/">DesigningSound.org</a><br />
<br />
<a href="http://designingsound.org/2010/01/audio-implementation-greats-1-audio-toolsets-part-1/">Audio Implementation Greats #1: Audio Toolsets [Part 1]</a><br />
<a href="http://designingsound.org/2010/01/audio-implementation-greats-2-audio-toolsets-part-2/">Audio Implementation Greats #2: Audio Toolsets [Part 2]</a><br />
<br />
These gave an overview of the available audio middleware and proprietary toolsets which had been discussed across the burgeoning web of knowledge that is the internet. At the time, it was harder than you'd think to come across this kind of information (and one of the reasons I started feeding <a href="http://gameaudiorelevance.iasig.org/">Game Audio Relevance</a> with game audio related links).<br />
<br />
I have some opinions about proprietary audio tools. From an article I wrote for Game Developer Magazine entitled "<a href="http://twvideo01.ubm-us.net/o1/vault/GD_Mag_Archives/GDM_December_2012.pdf">Death Of An Audio Engine Pg. 47</a>":<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhZL0YDIknzoXaNX-6hezTOG1jAatuub0trj8AhUQNCSv17derumiKRyG2kIT1t417KM0Iz6oiMu06FUuHdOgPObQuAWgdbQLaJULVPfXcIp3FIfiJN9lCINz5y8zyTj2BYEjqxCA/s1600/twvideo01.ubm-us.neto1vaultGD_Mag_ArchivesGDM_December_2012.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhZL0YDIknzoXaNX-6hezTOG1jAatuub0trj8AhUQNCSv17derumiKRyG2kIT1t417KM0Iz6oiMu06FUuHdOgPObQuAWgdbQLaJULVPfXcIp3FIfiJN9lCINz5y8zyTj2BYEjqxCA/s1600/twvideo01.ubm-us.neto1vaultGD_Mag_ArchivesGDM_December_2012.jpg" height="186" width="400" /></a></div>
<br />
If the continue reading, you'll find I can be forgiving when it comes to the specific needs of a project when it comes to "rolling your own" (and there is still work to be done between the audio toolset and the game engine, make no mistake). But generally speaking I would rather take the speed-up of purchasing something off the shelf to "get there faster" than go through the (unnecessary?) exercise of creating an audio toolset from scratch.<br />
<br />
After seeing an article <a href="https://twitter.com/Lazerwolph/status/441287450674364417">tweeted to</a> <a href="https://twitter.com/search?q=%23gameaudio&src=hash">#GameAudio</a> called "<a href="http://www.musicradar.com/us/tuition/tech/the-16-best-daw-software-apps-in-the-world-today-238905">The 16 Best DAW Software Apps in the World Today</a>" it got me thinking about how great it would be to have 16 "Best" game audio middleware solutions to choose from. That was, until Karen Collins <a href="https://twitter.com/Veemixx/status/441296581116309504">chimed in</a> asking "Do you really want to learn 16 of them?"<br />
<br />
The burden of choice.<br />
<br />
That got me wondering how many different game audio tools I have learned over the last 7-9 years of learning and development. Which brings me to today's task.<br />
<br />
A list of the Game Audio Toolsets I've had the privilege of working with during my time in game audio:<br />
<br />
<b>ISACT: Creative Labs </b><br />
<a href="https://vimeo.com/19733800">Ambient Cow Demo</a><br />
<br />
<b>Source Engine (HL2)</b><br />
Valandil/ Age of Chivalry (Mod)<br />
<br />
<b>Direct Music Producer: Microsoft</b><br />
Gatheryn (Unreleased)<br />
<br />
<b>Proprietary:</b> <a href="http://www.waste.org/lostchocolatelab/2005/07/audio-tools-preliminary-xml-strategy.html">Open Source Developed</a> - 0 A.D. (Wildfire Games)<br />
<b>Proprietary: </b>Telltale Tool - All Telltale Episodes (Telltale)<br />
<b>Proprietary:</b> aIMUSE - Star Wars: The Force Unleashed (LucasArts)<br />
<b>Proprietary:</b> Cubase - RockBand Unplugged & Lego RockBand (Harmonix)<br />
<b>Proprietary:</b> Scream - Uncharted 3 (Naughty Dog)<br />
<b>Proprietary:</b> Dead Space 3<br />
<div>
<br /></div>
<b>FMOD Designer: Firelight Studios </b><br />
Conan (Nihilistic)<br />
A Vampyre Story (Autumn Moon)<br />
Faxion (True Games)<br />
<br />
<b>Wwise: Audiokinetic</b><br />
The Saboteaur (Pandemic)<br />
Star Wars: The Old Republic (Bioware)<br />
Star Wars: The Force Unleashed 2 (LucasArts)<br />
Infamous 2 (Sucker Punch)<br />
XCOM - The Bureau (2k Marin)<br />
Marvel Heroes (Secret Identity)<br />
Plants vs. Zombies 2 (Popcap)<br />
Peggle 2 (Popcap)<br />
<br />
Here are some other game audio audio tools I haven't shipped with but have fiddled around a bit:<br />
<br />
Miles 9<br />
CRI Middleware<br />
Unity Audio<br />
Fabric<br />
Sectr Audio<br />
Unreal Audio<br />
<br />
<b>Total Unique Game Audio Tools I've Loved Before: 11</b><br />
<br />
After all of these years and great experiences stepping into Other Peoples Projects as a freelancer, I might be biased in saying that the emergence of audio middleware has brought a welcome stability to the shifting-sands of game audio. There are many comparisons to be made between the world of DAWs and Game Audio Specific tools. With both FMOD Studio and Wwise (beginning in 2013.1) the addition of "DAW like" functionality brings the two closer in functionality. Will we see a full crossover in the future? Will there be a day when we are presenting the 16 Best Game Audio Middleware Toolsets?<br />
<br />
Stick around, I can't wait to find out!<br />
<br />
-lcllostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-1779723217451008192014-01-02T10:45:00.001-08:002014-01-02T10:45:16.389-08:00Going In-House: 7 Years A Freelancer<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj-d3TikOQVm7AItMaasdpOCfw8GTqu7zbyt0XiSGVOU3TaYkei4rGppg-YLbig5FgEaebpe66jlMW2pNsYTR2-4b016rFD6ZdmApkAhnpKsi1kvg81ylYaXXPAvjT1hyphenhyphenRbBdBulg/s1600/photo.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj-d3TikOQVm7AItMaasdpOCfw8GTqu7zbyt0XiSGVOU3TaYkei4rGppg-YLbig5FgEaebpe66jlMW2pNsYTR2-4b016rFD6ZdmApkAhnpKsi1kvg81ylYaXXPAvjT1hyphenhyphenRbBdBulg/s400/photo.JPG" width="337" /></a></div>
<br />
Since I <a href="http://blog.lostchocolatelab.com/2006/09/going-to-california.html">first</a> made the <a href="http://blog.lostchocolatelab.com/2012/06/rear-view-mirror.html">giant leap</a> into the games industry 7 years ago, I've <a href="http://blog.lostchocolatelab.com/2012/04/please-allow-me-to-introduce-myself.html">always been</a> a contract resource for studios to hire when their titles needed a little help in the <a href="http://blog.lostchocolatelab.com/2013/07/technical-sound-design-illustrations.html">technical sound department</a>. Under the wing of <a href="http://www.basound.com/">Bay Area Sound</a> during my first 4 years it was always clear what my role and specialty was within their tight-knit network of professionals. Much credit goes to <a href="http://www.waste.org/lostchocolatelab/WebPhotoAlbum/basound_tap_01.jpg">Julian</a> for recognizing my passion for the technical-side of game sound and constantly finding ways for me to flex that muscle on various projects. My <a href="http://blog.lostchocolatelab.com/2013/05/game-audio-aspirations.html">aspirations</a> to create a position for myself where I could bridge the gap between sound content and games was made easier by my focus on <a href="http://gameaudiorelevance.iasig.org/tag/implementation/">implementation</a>. This specialty turned out to be something that, during the previous console generation, was just beginning to gain acknowledgement as a legitimate career path.<br />
<br />
After 7 years of fire-fighting and acting the <a href="https://twitter.com/search?q=%23GameAudio&src=hash">#GameAudio</a> "<a href="https://www.youtube.com/watch?v=wWmRTjLRMfU">Mr. Wolf</a>" for projects in various states of completion, I've just accepted a <a href="http://www.linkedin.com/in/lostchocolatelab">full-time in-house position</a> as part of a large development team as a "Technical Audio Lead" (a job which would've been hard to imagine all those years ago). In this role I'll be helping to inform, create, and help lead the technical focus of audio across a variety of projects and platforms with the goal of building a unified way of <a href="http://blog.lostchocolatelab.com/2013/07/technical-sound-design-illustrations.html">integrating sound in games</a>. While the edge of the chasm that separates a WAV file from the game has closed considerably thanks to companies like <a href="https://www.audiokinetic.com/">Audiokinetic</a> and <a href="http://www.fmod.org/">Firelight</a>, there remains a gap that still must be bridged. Some of this gap is unique to a specific game and some of the solutions apply across all games, things like: animation systems, game-objects, game-state systems, or physics sound. I'm really excited to have the ability to affect long-term change and hopefully create a pipeline that will enable the creative use of dynamic sound for the <a href="http://www.polygon.com/features/2013/12/11/5174562/making-peggle-2">audio team</a> I'll be working with.<br />
<br />
With that in mind, I'll be moving the family across the country from Minneapolis (Reprazent!) to Seattle this summer. The <a href="http://groups.yahoo.com/neo/groups/SeattleGameAudioGroup/info">game audio community</a> in Seattle has been extremely inviting over my past year of travels. I've met a ton of great people and connected face-to-face with many colleagues who I had previously only corresponded with online. I'm really looking forward to starting a new chapter of my career and getting to know the Pacific Northwest a bit better.<br />
<br />
I want to take a moment to thank all of the teams, people, mentors, and visionaries that I've had a chance to work with over the last 7 years. The opportunities I've had, and access I was granted, to help make peoples audio-visions a reality has been an incredibly formative experience.<br />
<br />
I hope this find you all well in the new year!<br />
<br />lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-50226261180776321942013-07-09T13:57:00.001-07:002013-07-09T13:57:29.369-07:00Technical Sound Design - Illustrations<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgcjV_A8IyvOIKyKIyG3w9Mjs-m-FqlOVkNioNVGuV4FHZh3AArWHTHNdmo_PWwaiJw32FyRfuaPtMYwMruF6xC-aLzWtQt_WBkkSfzxqexydVwKNCrIc2C3_apjJGjKFcmJU0vTg/s958/U3_DK.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="223" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgcjV_A8IyvOIKyKIyG3w9Mjs-m-FqlOVkNioNVGuV4FHZh3AArWHTHNdmo_PWwaiJw32FyRfuaPtMYwMruF6xC-aLzWtQt_WBkkSfzxqexydVwKNCrIc2C3_apjJGjKFcmJU0vTg/s400/U3_DK.jpg" width="400" /></a></div>
<br />
Illustrating the art of technical sound design can be a tricky thing. Fundamentally the role I play is usually as a supporting actor for the lead role of content creator. My job is to make other peoples sounds sound good, so to speak. How that get's done from project-to-project can be a bit of a mystery. A little bit of pipeline, some animation tagging, ambient placement in a level editor, text file hackery, code spelunking, maybe some audio middleware wrangling? I've always tried to expose the inner workings of the process: from my first title rocking <a href="http://blog.lostchocolatelab.com/2009/11/conan-sound-examples.html">FMOD on Conan</a>, unleashing mad <a href="http://blog.lostchocolatelab.com/2009/09/conference-is-officially-over-now-and.html">physics on StarWars: The Force Unleashed</a>, complicated <a href="http://blog.lostchocolatelab.com/2009/12/saboteur-pandemic-rip-heavy-reflection.html">vehicle simulations of The Saboteur</a>, and now <a href="https://vimeo.com/album/2444636">Uncharted 3</a>.<br />
<br />
Game audio demo's for technical sound design are inherently difficult to create. How do you express in a video the process of finding and unifying the implementation across over 300 doors in a game like Dead Space 3? Or what about the look of the producers face when one morning, after weeks of preparation, you flip the switch on the impact implementation for 150 physics objects in Uncharted 3? Pushing thousands of lines of dialog through the pipeline on Marvel Heroes was no small task, but how to show the work?<br />
<br />
If you're lucky enough to have survived the development of a game you at least have the pixels on screen and the sound from the speakers to tell the tale, but in the case of technical sound design that is usually only half the story. So it's always a challenge when I try to put together something that represents the work that I've done. Thankfully I've gotten to work with some amazing sound designers (on some amazing projects!) whose work helps carry some of the explanatory text that seems like a necessary evil in these long-form video exposés. Hopefully the side-effect of creating these is that people can gain a greater understanding of the work that goes into making great sounds sound great in-game. It should be clear (by now) that sound for games is nothing like film. Nowhere is this more true than in the role of technical sound design.<br />
<br />
<iframe allowfullscreen="" frameborder="0" height="281" mozallowfullscreen="" src="http://player.vimeo.com/video/69441104" webkitallowfullscreen="" width="400"></iframe> <a href="http://vimeo.com/69441104">Uncharted 3 - Technical Sound Design: Physics Set Pieces</a> from <a href="http://vimeo.com/lostchocolatelab">lost lab</a> on <a href="https://vimeo.com/">Vimeo</a>.<br />
<br />
<iframe allowfullscreen="" frameborder="0" height="281" mozallowfullscreen="" src="http://player.vimeo.com/video/69355252" webkitallowfullscreen="" width="400"></iframe> <a href="http://vimeo.com/69355252">Uncharted 3 - Technical Sound Design: Procedural Animation</a> from <a href="http://vimeo.com/lostchocolatelab">lost lab</a> on <a href="https://vimeo.com/">Vimeo</a>.<br />
<br />
<iframe allowfullscreen="" frameborder="0" height="281" mozallowfullscreen="" src="http://player.vimeo.com/video/69355308" webkitallowfullscreen="" width="400"></iframe> <a href="http://vimeo.com/69355308">Uncharted 3 - Technical Sound Design: Physics Impacts</a> from <a href="http://vimeo.com/lostchocolatelab">lost lab</a> on <a href="https://vimeo.com/">Vimeo</a>.<br />
<br />
<iframe allowfullscreen="" frameborder="0" height="281" mozallowfullscreen="" src="http://player.vimeo.com/video/69506223" webkitallowfullscreen="" width="400"></iframe> <a href="http://vimeo.com/69506223">Uncharted 3 - Technical Sound Design: Animation Set Pieces</a> from <a href="http://vimeo.com/lostchocolatelab">lost lab</a> on <a href="https://vimeo.com/">Vimeo</a>.<br />
<br />
Star Wars - The Force Unleashed:<br />
<object data="http://vimeo.com/hubnut/?user_id=lostchocolatelab&color=00adef&background=000000&fullscreen=1&slideshow=0&stream=album&id=141327&server=vimeo.com" height="300" type="application/x-shockwave-flash" width="400"> <param name="quality" value="best" /><param name="allowfullscreen" value="true" /><param name="allowscriptaccess" value="always" /><param name="scale" value="showAll" /><param name="movie" value="http://vimeo.com/hubnut/?user_id=lostchocolatelab&color=00adef&background=000000&fullscreen=1&slideshow=0&stream=album&id=141327&server=vimeo.com" /></object>
The Saboteur:
<object data="http://vimeo.com/hubnut/?user_id=lostchocolatelab&color=00adef&background=000000&fullscreen=1&slideshow=0&stream=album&id=2444627&server=vimeo.com" height="300" type="application/x-shockwave-flash" width="400"> <param name="quality" value="best" /><param name="allowfullscreen" value="true" /><param name="allowscriptaccess" value="always" /><param name="scale" value="showAll" /><param name="movie" value="http://vimeo.com/hubnut/?user_id=lostchocolatelab&color=00adef&background=000000&fullscreen=1&slideshow=0&stream=album&id=2444627&server=vimeo.com" /></object>
Conan:
<object data="http://vimeo.com/hubnut/?user_id=lostchocolatelab&color=00adef&background=000000&fullscreen=1&slideshow=0&stream=album&id=142093&server=vimeo.com" height="300" type="application/x-shockwave-flash" width="400"> <param name="quality" value="best" /><param name="allowfullscreen" value="true" /><param name="allowscriptaccess" value="always" /><param name="scale" value="showAll" /><param name="movie" value="http://vimeo.com/hubnut/?user_id=lostchocolatelab&color=00adef&background=000000&fullscreen=1&slideshow=0&stream=album&id=142093&server=vimeo.com" /></object>
lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-44400835451436166792013-07-02T07:16:00.002-07:002013-07-02T12:30:32.565-07:00Wwise [HDR] Audio Adventure<br />
<div class="separator" style="clear: both; text-align: center;">
</div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhf0p_qMyFTxNAqhMHmSLA6NbEhKVRQUNN1DVmAPIu4XZhwCV2NOH_iQDI3Wkpq420QXpcgvErhyLsbvzIEeoFLgDA3f6DztDz6f6Fk04Z9M_UtrxeHBeetbHfhhXKjQjYUPD-tdg/s1280/Eye.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="239" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhf0p_qMyFTxNAqhMHmSLA6NbEhKVRQUNN1DVmAPIu4XZhwCV2NOH_iQDI3Wkpq420QXpcgvErhyLsbvzIEeoFLgDA3f6DztDz6f6Fk04Z9M_UtrxeHBeetbHfhhXKjQjYUPD-tdg/s320/Eye.jpg" width="320" /></a></div>
<br />
A funny thing happened last year...<br />
<br />
<a href="https://www.audiokinetic.com/">Audiokinetic</a> approached me to help them craft a sort-of manual for their <a href="https://www.audiokinetic.com/products/208-wwise/">Wwise Game Audio Middleware</a>. I started by revising some of their already <a href="http://www.audiokinetic.com/download/documents/Wwise_Fundamental_Approach_en.pdf">existing documentation</a>. Audiokinetic has worked hard to position their resources as both easy to understand and with a deep well of knowledge. As a continuation of that practice, Simon Ashby contacted me with the seed of an idea: his intention was to create a tutorial for Wwise which encompassed the creation of a fictitious adventure game project. Through a combination of step-by-step instruction and linear storytelling, the development of a comprehensive Wwise project could be created by someone with little-to-no experience, while also providing semblance to the process from start-to-finish.<br />
<br />
This was the beginning of the <a href="http://www.audiokinetic.com/download/documents/WwiseProjectAdventure_en.pdf">Wwise Project Adventure</a>.<br />
<br />
Released in 2012, the "Wwise Project Adventure: A Handbook for Creating Interactive Audio Using Wwise" now comes as an option during the <a href="https://www.audiokinetic.com/downloads/">installation of Wwise</a>. In an<a href="http://designingsound.org/2012/09/wwise-project-adventure-damian-kastbauer/"> interview with DesigningSound.org</a> last September, some more of the process of creating the document and associated project was discussed. This was an incredible opportunity for me to solidify some of the practices I had been using on other games and try to bring methodologies from my experience to the community. As I've <a href="http://blog.lostchocolatelab.com/2011/10/5-years-technical-sound-design.html">previously mentioned</a>, good resources in my formative years were hard to come by. It's a great experience to be asked to share knowledge and be given a platform to attempt to increase the Technical Sound Design knowledge share.<br />
<br />
So when the time came for Wwise to unleash their vision for HDR Audio in the latest 2013 version of Wwise, they asked me to write a chapter weaving their new feature into the established story line and project. Building on the established work of DICE, HDR Audio in Wwise is just one of six different mixing techniques, including: set-volume mixing, state-based (snapshot) mixing, auto ducking, RTPC (parameter controlled), sidechaining, and high dynamic range mixing. What amazes me about the possibilities in game audio continues to become enabled and able to be realized using Wwise. I can be said that not every game needs all of the tricks available, but to be without the potential, in a situation that could benefit from any one of them is beginning to seem like an oversight.<br />
<br />
Audiokinetic's Xavier Buffoni (who I had the pleasure of meeting and hanging out with this spring during the Londaon Audio for Games Conference) wrote up an excellent technical overview of "<a href="http://designingsound.org/2013/06/finding-your-way-with-high-dynamic-range-audio-in-wwise/">Finding your way with High Dynamic Range Audio in Wwise</a>" last month. He chronicles the some of the thought process behind bringing HDR to Wwise and clearly expresses the under-the-hood mechanics that make HDR Audio in Wwise a comprehensive addition to the toolset.<br />
<br />
Here's a more storied version of HDR Audio that hit the cutting room floor during the writing of the Wwise HDR Audio chapter:<br />
<br />
<blockquote class="tr_bq">
From high atop the mountain: the threshold engages the HDR audio system as the first magic blast resonates across the battlefield. The volume of the magic blast has been authored as the loudest sound in the project, which swiftly engages the window top and removes footstep sounds from the mix. The concussion of the blast is a force of danger regardless of your position during battle. At that moment, nature, footsteps, and the sounds of fallen soldiers are removed from your purview while you focus on the magnitude of sound.</blockquote>
<br />
<blockquote class="tr_bq">
As the window top follows the magic blasts envelope, the cold sound of steel-on-steel begins to cascade across the ravaged field of warriors. Authored below the relative volume of a magic blast, each impact rings out with a sharp attack that continues peaking the window top. The ratio property directly relates to the attenuation of sounds below threshold. This leaves ambience out of the mix amidst the battle cries rise up towards another assault.</blockquote>
<br />
<blockquote class="tr_bq">
The last warriors stand alone. Locked in battle, the final sickening smack signals the triumphant blow that will put an end to the war. Once the window top has adjusted to the amplitude of the impact, the release mode and release time return the HDR window to rest. There is now a return of ambience and sounds of the wounded scattered across the battlefield. Their voices heard quietly and clearly, as if they whisper to the wind seeking sweet relief.</blockquote>
<br />
<blockquote class="tr_bq">
The battle is never fought all at once, but through a series of small decisions that eventually align themselves toward a common goal. Each relativistic change in amplitude between a sound or group of sounds serves to prepare for the final battle for the perfect dynamic mix. With tools and weapons equipped at the ready, there is no fear from the day when the project ships.</blockquote>
<div>
<br /></div>
<div>
One of the things that continues to impress me about the way Audiokinetic chooses to implement new features within Wwise is that they not only integrate the feature but they also give you a way to audition and measure the effectiveness of it. Nowhere is this clearer than in the newly added "Voice Monitor" which allows for viewing the affect of the HDR Audio properties across the entire HDR System.</div>
<div>
<br /></div>
Rev. Dr. Bradley Meyer goes into some depth with his experience mixing the latest <a href="http://www.suckerpunch.com/index.php?option=com_content&view=category&layout=blog&id=68&Itemid=126">inFAMOUS Second Son</a> game using "<a href="http://www.bradleymeyer.com/wp-core/wwise-hdr-best-practices/">Wwise HDR Best Practices</a>". You can catch a first-listen to Wwise HDR (among other interactive mixing techniques) in action through this recent gameplay footage, I'm especially fond of the detail in distance attenuation for weapons and explosions.<br />
<br />
<iframe allowfullscreen="" frameborder="0" height="315" src="//www.youtube.com/embed/Uibnf_Q_51s?rel=0" width="560"></iframe><br />
<br />
Putting the capability to create interactive and dynamic audio into the hands of many, today's<a href="http://www.pcworld.com/article/2040839/how-audio-wizards-are-shaping-the-sound-of-the-next-generation-of-pc-games.html?page=2"> audio middleware</a> is allowing for the rapid advancement of techniques and fidelity in game audio. The availability of tools that can be used to design sounds that fit gameplay is a recipe for a bright future in what's to come. I can't wait to hear what everyone has in store for the future!lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-54197420102242545102013-05-22T12:26:00.001-07:002013-05-22T12:26:51.702-07:00Game Audio Aspirations<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjs-JPG66EbB2eCL_cm60VoPjXUGtbsFx8NHH0RJpysZwWzR5CMRqHtDHLDl-M9VLKcmT2hKFy6RRR81TBDg8KKWL6z5ZOOdS3LfBhn8eQGst49iLT9f3bnxGnrobJAcuHAoE2XTQ/s1600/Aspiration.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="214" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjs-JPG66EbB2eCL_cm60VoPjXUGtbsFx8NHH0RJpysZwWzR5CMRqHtDHLDl-M9VLKcmT2hKFy6RRR81TBDg8KKWL6z5ZOOdS3LfBhn8eQGst49iLT9f3bnxGnrobJAcuHAoE2XTQ/s320/Aspiration.jpg" width="320" /></a></div>
<br />
<br />
I recently wrote these suggestions out for an aspiring game audio professional. I thought it might ring true for others and so I'm reprinting it here with permission.<br />
<br />
"First of all, thanks for sharing your story. We've all got one, keep cultivating yours and try out different plot lines. Keep trying to envision the next chapter. I think it's so cool that you've been in pursuit of a dream for so long and through trials and tribulations continue to find yourself coming back to the path laid before you, ready to move forward. Sometimes knowing what you want is the hardest part and from there it just takes doing. One of my recent epiphanies...and it's not like I made this up...is that sometimes in order to <i>know</i>, you have to <i>do</i>. So my first suggestion is that you <i>do</i> and keep <i>doing</i> what it is your heart tells you to do. Being honest with yourself about what your heart needs lays fertile ground for the cultivation of dreams. This is at the root of it: dreams can come true. It takes work, time, focus, and magic. There are too many stories of dreams coming true for it to be a hoax, and I've got more than a few myself.<br />
<br />
<br />
Next up, what should you do? It's easy: do what you love. If you focus on that then you can't go wrong. Don't know exactly what it is that you love to do? Do everything instead, until you figure out the things you are naturally drawn to vs. the things that suck your soul dry. We all know these things inherently, but are willing to overlook some of them depending on the paycheck/ circumstance/ reward.<br />
<br />
<br />
<a href="http://xkcd.com/137/" style="color: #1155cc;" target="_blank">Fuck.That.Shit</a> (thanks to @joecavers for tweeting that every couple of months)<br />
<br />
<br />
Follow your bliss towards the thing that makes you feel good. Even if the results of that are terrible, don't worry you can't help but get better at the things you love to do. Because you'll keep doing them, not because of x y z, but because it feels good. When you feel good it bleeds into everything you produce. Need some validation that everyone is terrible when they first start out? Go look up my demo reel from 7 years ago...or an example of anyone's work from their early years. Internalize this acknowledgement and press through the emotions. Keep walking the path.<br />
<br />
<blockquote class="tr_bq">
Maybe you should take a break and ready <a href="http://homepages.ius.edu/harrisla/places.htm">this</a> timeless tome from Dr. Suess...or <a href="http://zenpencils.com/comic/98-alan-watts-what-if-money-was-no-object/">this</a> beautiful cartoon of Alan Watts' famous lecture.</blockquote>
<br />
Ok, ready? Now for some nitty gritty.<br />
<br />
<br />
1. Find people to work with. You will learn more from others than you ever will from a book or class...err, I guess classes have people so that's not totally true. Look for opportunities and projects that are willing to give you a shot at lending a hand, then prove to be a handy addition to the team in whatever way possible. Maybe it's by being the person who calls a meeting when shit's fucked up or maybe you wrangle a spreadsheet to help keep assets straight for the animators...whatever it is, do good! Some of the <a href="http://store.steampowered.com/app/17510">first</a> <a href="http://play0ad.com/">projects</a> I worked on are still alive in the world. Games I never expected to see the light of day, risen from the ashes of troubled development and shipped. It's heartwarming to think about people I worked with who are now in great positions in the game industry, people who were on the same level as me when I first started out. People who had passion, people who cared for the right reasons, people who loved what they were <i>doing</i>, for the sake of it.<br />
<br />
<br />
2. Find a community online: twitter <a href="https://twitter.com/search?q=%23GameAudio&src=typd">#GameAudio</a>, <a href="http://www.gameaudioforum.com/">gameaudioforum</a>, <a href="http://www.audiogang.org/">G.A.N.G.</a>, <a href="http://www.iasig.org/">IASIG</a>...whichever one seems good to you. Better yet, find an <a href="http://www.igda.org/">IGDA</a> meeting, other gamedev meetup, or audio-centric meeting where you can socialize with people who share a passion for games and audio. Find a way to help with their initiatives, find a way to share the experience of learning so that others might learn from you. Become an expert in the thing you love, share that with people. Dig into resources like <a href="http://www.gameaudiopodcast.com/">GameAudioPodcast</a>, <a href="http://gameaudiorelevance.iasig.org/">GameAudioRelevance</a>, <a href="http://www.gameaudio101.com/">GameAudio101</a>, <a href="http://gamesounddesign.com/">GameSoundDesign</a>, <a href="http://designingsound.org/tag/game-audio/">DesigningSound</a>, <a href="http://creatingsound.com/">CreatingSound</a>, and while you're consuming all of these tasty morsels of game audio, please keep <i>doing</i>. Find a way to build a feedback loop of doing and sharing what you're doing, whether it's through the community or friends or the internet at large. You will build a body of work just by doing, which will stand as a testament to how far you'll have come when you look back from the future. Dig through some of my old stuff, there's some heinous business out there written in my name...it's who I was and what I knew then. Always try your best to represent yourself clearly and honestly (if you don't know say so) but everyone is entitled to an opinion.<br />
<br />
3. Sharpen you tools, whatever they are. Before you can do that, know what it is you're trying to build. This goes right back to the question of what your heart wants. Once you've figured that out (no easy feat!) work on making your process and pipeline a work of art. Nobody could have told me I would be rocking some serious spreadsheets in order to do this technical sound design gig, but I have rocked my fair share on every project I've ever been on. Maybe that's how my brain works. I'm no wizard but I can pull off some cool tricks that help me pass through the unenviable task of data management unscathed by concatenated strings. The same goes for some Wwise/ FMOD/ Unreal/ etc. bidness. Ask me to design sounds in Pro Tools and I'm the slowest cowboy in the mid-west, probably not even that good at it at the end of the day. However, I can get surgical on a .wav file and throw something together for fun. Sound for cinematics ten hours a day does not complete me. The beautiful thing is, it's likely that cinematic sound is someone else's passion. Someone who loves that as much as I love getting sounds to play back and sound good inside a game engine."<br />
<br />
<br />
Above all else, keep dreaming...that is the key.lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-16870416435385686292013-05-22T10:52:00.001-07:002013-05-22T10:52:40.892-07:00Sound Quote: Siddhartha - Herman Hesse<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj6LRnmeHbyh6H8CTEO_7RyKVtijV18dbt-9U-ivFa1THnmqILapqw_X8hPyqIMKNjzk5fxUpt9hhANRnyncTnc3f3zIKrvM-wgjRPluLtKzTTkdOAuN-AAy6qdpgXsbJNqwCxRhg/s1600/siddhartha.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="191" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj6LRnmeHbyh6H8CTEO_7RyKVtijV18dbt-9U-ivFa1THnmqILapqw_X8hPyqIMKNjzk5fxUpt9hhANRnyncTnc3f3zIKrvM-wgjRPluLtKzTTkdOAuN-AAy6qdpgXsbJNqwCxRhg/s400/siddhartha.jpg" width="400" /></a></div>
<br />
Escape is a warm pleasure. Submerged in another experience I can bring back insights to apply back in the real world. Regardless of the medium, I continue to be drawn to the way sound is represented. Whether it's movie-going, <a href="http://blog.lostchocolatelab.com/search/label/Game%20Sound%20Study">game sound studies</a>, or just plain ambiance-soaking; when I am able, I try to practice an appreciate for the sound, and the organization and representation of sound, from artists in each of these fields.<br />
<br />
Which brings me to the the <a href="http://blog.lostchocolatelab.com/search/label/Sound%20Quote">Sound Quote</a> series here on the <a href="http://blog.lostchocolatelab.com/">Lost Chocolate Blog</a>. I have a habit of reading books with a keen ear towards how writers choose to describe sounds. It's easy to find plot synopsis and story information for books, but assessing how people write about the ephemeral quality of air-vibrations in print continues to fascinate. Here are a few from <a href="http://www.gutenberg.org/files/2500/2500-h/2500-h.htm">Siddhartha by Herman Hesse</a>, which center around the main characters relationship with a stream during the latter part of his life.<br />
<br />
<blockquote class="tr_bq">
<span style="text-align: justify; text-indent: 16px;">"The river flowed softly and quietly, it was the dry season, but its voice sounded strange: it laughed! It laughed clearly. The river laughed, it laughed brightly and clearly at the old ferryman. Siddhartha stopped, he bent over the water, in order to hear even better, and he saw his face reflected in the quietly moving waters, and in this reflected face there was something, which reminded him, something he had forgotten, and as he thought about it, he found it: this face resembled another face, which he used to know and love and also fear.</span></blockquote>
<br />
<blockquote class="tr_bq">
<br /><span style="text-align: justify; text-indent: 16px;">"You've heard it laugh," he said. "But you haven't heard everything. Let's listen, you'll hear more."</span></blockquote>
<br />
<blockquote class="tr_bq">
<span style="text-align: justify; text-indent: 16px;"><br /></span><span style="text-align: justify; text-indent: 16px;">The river sang with a voice of suffering, longingly it sang, longingly, it flowed towards its goal, lamentingly its voice sang.</span></blockquote>
<br />
<blockquote class="tr_bq">
<span style="text-align: justify; text-indent: 16px;"><br /></span><span style="text-align: justify; text-indent: 16px;">Siddhartha listened. He was now nothing but a listener, completely concentrated on listening, completely empty, he felt, that he had now finished learning to listen. Often before, he had heard all this, these many voices in the river, today it sounded new. Already, he could no longer tell the many voices apart, not the happy ones from the weeping ones, not the ones of children from those of men, they all belonged together, the lamentation of yearning and the laughter of the knowledgeable one, the scream of rage and the moaning of the dying ones, everything was one, everything was intertwined and connected, entangled a thousand times. And everything together, all voices, all goals, all yearning, all suffering, all pleasure, all that was good and evil, all of this together was the world. All of it together was the flow of events, was the music of life. And when Siddhartha was listening attentively to this river, this song of a thousand voices, when he neither listened to the suffering nor the laughter, when he did not tie his soul to any particular voice and submerged his self into it, but when he heard them all, perceived the whole, the oneness, then the great song of the thousand voices consisted of a single word, which was Om: the perfection."</span></blockquote>
<br />
Herman Hesse is one of the authors I continue to come back to. Whether it's because of his book 'Damien' which comes close in spelling to my name, or because of the struggling artist theme that seems to run throughout books like Gertrude and Steppenwolf, his writing continues to reveal insight throughout my life.<br />
<br />lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-70352524128811842762013-02-13T12:06:00.001-08:002013-02-13T12:31:10.907-08:00Game Audio London 2013<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgk-a7UiUIG3MpSp9ufz41neNP9-zeLlGPD2POkPd1-j994Y0h_L1l2IT8PQ58izSzscy1Nl2y_0ptZh2mSf0KkD8JdrttcLDIgH-gJTAtLXbued-qzAmwpHuOPFnpjbIuWjUXHtQ/s1600/IMG_0777.JPG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="298" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgk-a7UiUIG3MpSp9ufz41neNP9-zeLlGPD2POkPd1-j994Y0h_L1l2IT8PQ58izSzscy1Nl2y_0ptZh2mSf0KkD8JdrttcLDIgH-gJTAtLXbued-qzAmwpHuOPFnpjbIuWjUXHtQ/s400/IMG_0777.JPG" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Proper Beans & Toast!</td></tr>
</tbody></table>
Just back from the <a href="http://audioforgames.net/">AES 49th Audio For Games Conference</a> and I'm overwhelmed with feelings from the past week. To say that the trip oversea's was a game-changer for me would be an understatement; It shook me to the very core of my person. Those who know me also know I have a penchant for enthusiastic positivity...it goes without saying that, when I say it I <i>mean</i> it. The rush of emotions I've felt were the direct result of so many things: the support and sponsorship of individuals and institutions, the openness of the game audio community, the laser-focused conference track, and the spirit of openly sharing the heart of our interactive lives with each other.<br />
<br />
I helped coordinate a bit of the behind-the-scenes work that went on during the conference and acted as an advocate and evangelist throughout the past year. One of the coolest community things that happened during the conference was the <a href="https://twitter.com/search?q=%23audioforgames&src=typd">#AudioForGames</a> hashtag on twitter. People were able to jump on it early and bring a second layer to the sessions and presentations that helped fuel the discussion and engaged participants in (what I thought was) a higher level of communication. Thanks to everyone who contributed there as part of the community. (It goes without saying that the <a href="https://twitter.com/search?q=%23gameaudio&src=typd">#GameAudio</a> community overall is one of the best things!)<br />
<br />
Aside from the few people I had met in person before, nearly every interaction I had was immediately "easy"; Some were downright psychic in their communication. (Here I go again with espousing the positive.) I say it every year (and often daily) that it is the people in game audio that continue to make this passion for interactive sound so satisfying. Sure, I like pulling off cool tricks and supporting the sound and dynamics in games...but it's the people that make these tiny victories so much better. I always feel like when I speak so positively to the nature of people that I'm setting myself up for the fall, but I've not felt the repercussions of it thankfully.<br />
<br />
Add to this that it was the first time that I'd been in the same room with Anton, co-founder of the <a href="http://www.gameaudiopodcast.com/">Game Audio Podcast</a>, in over 7 years. The podcast grew out of our experience during one of the first couple of GDCs I attended as a way to extend the conversations that happened at conferences. We've been at it remotely for three years and I can easily say that being at the conference with him made it a richer experience. We were able to record an episode per day, wrapping up the previous days events and sharing our experiences. We also were lucky enough to rope in some special guests who were gracious enough to take time out of the jam-packed schedule to chat about their experiences.<br />
<br />
The fine folks at <a href="http://designingsound.org/">DesigningSound.org</a> have helped us round up the episodes which can be accessed here:<br />
<a href="http://designingsound.org/2013/02/game-audio-podcast-aes-coverage/">http://designingsound.org/2013/02/game-audio-podcast-aes-coverage/</a><br />
<br />
Look for a couple more to trickle out in the near future as we continue our coverage of all things game audio.<br />
<br />
Speaking of that, GDC is right around the corner! Anton and I will once again find ourselves together to bring you coverage of this years exciting lineup. Over the past years, a team of dedicated podcast editors have generously donated their time to cleaning, editing, and polishing our (my) frantic ramblings. If you're headed out to San Francisco in March be sure to say hello!lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-51606992075943305462013-01-23T10:42:00.002-08:002013-01-23T10:42:39.842-08:00My Aural Fixation One Year Anniversary<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEin118imnFsjHZiCX11x6n5gBd7tskQ7dobuRYOf0QcxcHiJ7YqM5OvQ4MU3WKiAWYmHACpl4tLaFSHcqyLXLbeu0VpZOdSetB17ImyvtI_po1cHKg5UDXTwQSXHpttCVPFamsWeQ/s1600/auralfix.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="166" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEin118imnFsjHZiCX11x6n5gBd7tskQ7dobuRYOf0QcxcHiJ7YqM5OvQ4MU3WKiAWYmHACpl4tLaFSHcqyLXLbeu0VpZOdSetB17ImyvtI_po1cHKg5UDXTwQSXHpttCVPFamsWeQ/s400/auralfix.jpg" width="400" /></a></div>
I remember sitting in <a href="https://soundcloud.com/jharlin">Jesse Harlins</a> office at Lucas Arts near the end of working on The Force Unleashed 2, when introspection was at it's highest point. We got to talking about how important we both felt it was to continue contributing to the game audio community in whatever way possible. His contributions to Game Developer had helped shape my window into the world of Game Audio and I had really valued his insight month after month as I was making my way in. Similarily, I had been writing the <a href="http://designingsound.org/tag/audio-implementation-greats/">Audio Implementation Greats</a> series that year and even kept a <a href="http://www.waste.org/lostchocolatelab/0adblog.html">development blog</a> during my first project...not to mention this blog, which has been going <a href="http://blog.lostchocolatelab.com/2004/12/armor-swordplay.html">since 2004</a>.<br />
<br />
Time passed and about a year ago he called to asked if I'd be interested in taking over the Aural Fixation column. Since then it's been an amazing outlet for my ramblings, rantings, and purge for insistent <a href="http://en.wikipedia.org/wiki/Earworm">earworms</a>. What, you don't know what I'm talking about? You definitely find your way to a <a href="http://gdmag.com/subscribe/index.php">sub</a><a href="http://edge.halldata.com/site/CMP002695GDnew/init.do;jsessionid=5294A5C2DCA1102CE3EDE39EB651ECAA.prod-01">scription</a> of Game Developer so you can follow along at home!<br />
<br />
So, to celebrate the passing of a years worth of writing I thought I'd recap and point out the (sometimes hidden) musical references that I've been consistently sneaking into each article. It's evolved over time from pure song lyric quotes at the end of an article into a full blown interwoven breadcrumb-trail burind within the headers. All of this because I often wake in the morning with an 80's jukebox in my head, it's a curse!<br />
<br />
<h2>
2012</h2>
<h3>
<b id="internal-source-marker_0.37119701714254916"><span style="font-family: Arial; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Dude History? (February)</span></b></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">How I Found the Future by Looking Backward</span></h3>
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><b><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/gI38vPDCoao?rel=0" width="400"></iframe></b></span></span><br />
<b><span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">“...and in the end the love you take is equal to the love you make.” - The Beatles: The End</span><br /><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"></span></b><br />
<h3>
<b><span style="font-family: Arial; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">It’s About People (March)</span></b></h3>
<h3>
<b><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">The Great Game Audio Community</span></b></h3>
<br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/tMqpxHY2nFs?rel=0" width="400"></iframe></span></span><br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">“Big city, bright lights, cool cool people, big city. Everybody I know can be found here.” - Spacemen 3: Big City</span><br /><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"></span><br />
<h3>
<span style="font-family: Arial; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Knowing a Thing, or Two (April)</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Career Fragmentation at the Turn of the Generation</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/esxNH90-j5k?rel=0" width="400"></iframe></span></h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">“Sprinklers that come on at 3 a.m. sound like crowds of people asking you, ‘Are you happy what you’re doing?’” - Grandaddy: The Group Who Couldn’t Say</span><br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span>
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/EDNzQ3CXspU?rel=0" width="400"></iframe></span></span><br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">“Look out honey cause I’m using technology” - Iggy and the Stooges: Search and Destroy</span><br />
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<h3>
<span style="font-family: Arial; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Vroom Vroom (May)</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">A Study of Sound in Racing Games</span></h3>
<br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/mjKCLymi24E?rel=0" width="400"></iframe></span></span><br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">“Let the good times roll.” - The Cars: Let the good times roll</span><br />
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<h3>
<span style="font-family: Arial; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Crossing the Two-way Street (June/July)</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">From Game Audio to Game Engine</span></h3>
<br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/AaTQAaJWW54?rel=0" width="400"></iframe></span></span><br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Headers - Huey Lewis and the News: This is it</span><br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span>
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/Ag1xrFzPh5M?rel=0" width="400"></iframe></span></span><br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">“Crosstown traffic, so hard to get through you.” - Jimi Hendrix: Crosstown Traffic</span><br />
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<h3>
<span style="font-family: Arial; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Audio in Unity by Alexander Brandon (August)</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Welcome to Unity Sound Design and Scripting</span></h3>
<br />
<br />
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<h3>
<span style="font-family: Arial; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Pop Will Eat Itself (September)</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Could Game Mix in Popular Music Samples?</span></h3>
<div>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span></div>
<h3>
<span style="font-family: Arial; font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/pW68T84RLHw?rel=0" width="400"></iframe></span></h3>
<br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span>
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/okgJc3qYkhg?rel=0" width="400"></iframe></span></span><br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span>
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/SWSQS06i7-w?rel=0" width="400"></iframe></span></span><br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Headers - Phil Collins: Various</span><br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span>
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/58xOeLcDK8U?rel=0" width="400"></iframe></span></span><br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">“Everybody’s talking bout the new sound. Funny, but it’s still rock and roll to me.” Billy Joel: It’s Still Rock and Roll to Me</span><br />
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<h3>
<span style="font-family: Arial; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Procedural Music by Yann Seznec (October)</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Making Games Into Music, and Music Into Games</span></h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<h3>
<span style="font-family: Arial; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">It’s Just a Jump to the Left (November)</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Dynamic Animation Sound Now</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/Rtkdo7bOmJc?rel=0" width="400"></iframe></span></h3>
<div>
<span style="font-family: Arial; font-size: 15px; white-space: pre-wrap;"><br /></span></div>
<br />
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Headers </span><span style="font-family: Arial; font-size: 15px; white-space: pre-wrap;">- Rocky Horror Picture Show - Time Warp</span><br /><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span><br />
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">“With a bit of the mind flip, you’re into the time slip, and nothing can ever be the same.” - Rocky Horror Picture Show - Time Warp</span><br />
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<h3>
<span style="font-family: Arial; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Death of an Audio Engine (December)</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Reinventing the Wheel No Longer</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/qeMFqkcPYcg?rel=0" width="400"></iframe></span></h3>
<div>
<span style="font-family: Arial; font-size: 15px; white-space: pre-wrap;"><br /></span></div>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">“Some of the want to use you, some of them want to be used by you.” Eurythmics - Sweet Dreams</span><br /><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"></span><br />
<h2>
2013</h2>
<h3>
<span style="font-family: Arial; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Hot for Game Audio (January)</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">The Game Audio Literature Review</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/-4GZFbCqx18?rel=0" width="400"></iframe></span></h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Headers - Van Halen: Hot for Teacher</span><br /><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span><br />
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">“I think of all the education that I missed, but then my high school was never quite like this.” Van Halen: Hot for Teacher</span><br />
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<h3>
<span style="font-family: Arial; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">WHATCHAMACALLIT (February)</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Achieving Transparency in Naming</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/fWNaR-rxAic?rel=0" width="400"></iframe></span></h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Headers - Carly Rae Jepson: Call me maybe</span><br />
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/uWhkbDMISl8?rel=0" width="400"></iframe></span></span><br />
<span style="font-family: Arial;"><span style="font-size: 15px; white-space: pre-wrap;"><br /></span></span><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">“I want to tell you something you've known all along, don't leave me hanging on the telephone.” </span><span style="color: blue; font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">- </span><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Blondie: Hangin’ on the telephone</span><br />
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<h3>
<span style="font-family: Arial; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Every Year I Buy the Magic Beans (March)</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">The Pains of Being Freelance at Heart</span></h3>
<h3>
<span style="font-family: Arial; font-size: 15px; white-space: pre-wrap;"><iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/YM-ogwwGSFA?rel=0" width="400"></iframe></span></h3>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span>
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">Headers - Olivia Newton John & Electric Light Orchestra: Magic</span><br /><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span><br />
<span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;">“You have to believe we are magic, nothing can stand in our way. Don’t let your aim ever stray.” - Olivia Newton John & Electric Light Orchestra: Magic</span><br /><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"></span><br /><span style="font-family: Arial; font-size: 15px; font-weight: normal; vertical-align: baseline; white-space: pre-wrap;"></span>So with that a special thanks to Jess for passing the torch off to me and big thanks to everyone who has read and given feedback on my articles this past year. It's an incredible opportunity to be able to wax philosophical about the state of our industry and I hope that these article channel the community through the discussions I have with you throughout the year. Feel free to drop a line if something doesn't seem quite right, or if you think we're missing something important that's happening.<br />
<br />
Also, give a handclap to the 2012 guest contributors: Alexander Brandon from <a href="http://www.funkyrustic.net/">Funky Rustic</a> and Yann Seznec from <a href="http://luckyframe.co.uk/">Lucky Frame</a>.<br />
<br />
Steady on,<br />
-lcllostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-9085346878678378882013-01-17T07:50:00.002-08:002013-01-17T07:52:20.803-08:00Am I a Rock and Roll Zombie?<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj1IVLGJn49W9-ZC9zzXPhAjjS-rNGzO891bLOWEJvAFyaScJBkv_BOzGAOOrk7S0ObCuobAz6daOrG2M0JuF-_YmceG-ZpOIKGnmg-zuJJQRf2qCfTZONSULY2Mt4g0xtZwBeeHQ/s1600/MixTape_OrangeSwirl_Side01.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="261" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj1IVLGJn49W9-ZC9zzXPhAjjS-rNGzO891bLOWEJvAFyaScJBkv_BOzGAOOrk7S0ObCuobAz6daOrG2M0JuF-_YmceG-ZpOIKGnmg-zuJJQRf2qCfTZONSULY2Mt4g0xtZwBeeHQ/s400/MixTape_OrangeSwirl_Side01.jpg" width="400" /></a></div>
<br />
I got a sweet <a href="http://www.amazon.com/HYPE-Cassette-Sound-Converter-Cassettes/dp/B004O7UNKM/ref=sr_1_1?s=electronics&ie=UTF8&qid=1358435425&sr=1-1&keywords=hype+cassette+usb">USB cassette deck</a> over the holidays and have been dumping down some priceless dead media from the collection. Among the old demos, musical sketches, and freakish monologues are a few mix tapes that defined my adolescent years in such an encapsulated form that I feel they are worth sharing.<br />
<br />
This is one of my faves.<br />
<br />
I ran my all-in-one CD/Record Player/Cassette deck through a stereo effects processor I had been using on my guitar for years. The goal was to use it to make transitions and effect the different songs in a way that they would all flow together, the reality is that it get's a bit wild at times. Side A kicks off with a lost sample from a Flash Gordon story album which bridges it's re-introduction at the start of Side B.<br />
<br />
<b>I'm beginning to think that we're dealing with some kind of sub-conscious hypnotic suggestion.</b><br />
<br />
<b>If that's the case, we'll have to find the thread that links all the victims together, something the all have in common.</b><br />
<b><br /></b>
<b>Wait a minute, I think I've got it</b><br />
<b>Something they all have in common</b><br />
<b>Repetitive, thought controlling message</b><br />
<b>It's a wild chance, but it's possible</b><br />
<b><br /></b>
<b>What is it Flash, tell us?!</b><br />
<b><br /></b>
<b>It's the music, it's the rock and roll music they're listening to!</b><br />
<blockquote class="tr_bq">
<b>Side A</b><br />
Flash Gordon - Excerpt<br />
My Bloody Valentine - To here knows when<br />
The Cure - Like Cockatoos<br />
Saint Etienne - Hobart Paving<br />
Miranda Sex Garden - Cut<br />
Ride - From time to time<br />
Madonna - Angel<br />
The Filed Mice - Couldn't feel safer<br />
Revolver - If we could spend some time<br />
My Bloody Valentine - Can I touch you<br />
Ride - Seagull (Live)</blockquote>
<br />
<iframe frameborder="no" height="166" scrolling="no" src="https://w.soundcloud.com/player/?url=http%3A%2F%2Fapi.soundcloud.com%2Ftracks%2F75312755" width="100%"></iframe><br />
<br />
<br />
<b>I used to be a normal kid just like you</b><br />
<b>I used to do the things that normal kids do</b><br />
<b>I used to have a girlfriend</b><br />
<b>I used to ride a bike</b><br />
<b>I used to like the things that normal kids like</b><br />
<b><br /></b>
<b>Lately I been hurtin I been feelin' low</b><br />
<b>Body is pressed against the radio</b><br />
<b>Turnin' it up, just a little louder</b><br />
<b>Turnin' it up, just a little louder</b><br />
<b><br /></b>
<b>Oh no, it is so</b><br />
<b>Tell me doc I gotta know</b><br />
<b>Oh oh, is it so</b><br />
<b>Tell me doc I gotta know</b><br />
<b><br /></b>
<b>Am I a rock and roll zombie?</b><br />
<blockquote class="tr_bq">
<b>Side B</b><br />
Flash Gordon - Rock and Roll Zombie<br />
The Field Mice - If you need someone<br />
Slowdive - Country Rain<br />
The Beatles - Strawberry Fields<br />
The Boo Radleys - Boo Forever<br />
The Cure - Closedown<br />
My Bloody Valentine - Nothing much to lose<br />
Blind Mr. Jones - Dolores<br />
Revolver - Shakesdown<br />
XTC -Mayor of Simpleton<br />
Slowdive - Golden Hair</blockquote>
<br />
<iframe frameborder="no" height="166" scrolling="no" src="https://w.soundcloud.com/player/?url=http%3A%2F%2Fapi.soundcloud.com%2Ftracks%2F75312756" width="100%"></iframe><br />
<br />
From where I'm standing today, it still sounds good!<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhVHmlZqsw81WG6E2B4ysBCw52ikvFsMJWWeeGxFJbLntuPZlwkPu0KDv77D7TnYqB6hYKIanGOg57I0MtxiWIuynwwGswVM89gx2ZFJIAgcrFVjzstTTBSgPlYRFMd3dNCTFzcrQ/s1600/Mix_Tape_OrangeSwirl_Side02.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="257" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhVHmlZqsw81WG6E2B4ysBCw52ikvFsMJWWeeGxFJbLntuPZlwkPu0KDv77D7TnYqB6hYKIanGOg57I0MtxiWIuynwwGswVM89gx2ZFJIAgcrFVjzstTTBSgPlYRFMd3dNCTFzcrQ/s400/Mix_Tape_OrangeSwirl_Side02.jpg" width="400" /></a></div>
<br />lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-92153693301698413522012-06-27T13:45:00.000-07:002012-06-28T06:08:42.564-07:00The Rear-view Mirror<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5hWNQxAlaW4ziQtN3w03JNzrFvC98E_Ox_l4Sbuk5eIQrl1JsolYSNfq4c1gkBx5qrp6laF8i6IUyB3i0df6iU48kml_y0KlS2rU4UdbABDJB5nr67VvfT08yfV3JIqLm2Q5-1Q/s1600/Rearview.JPG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5hWNQxAlaW4ziQtN3w03JNzrFvC98E_Ox_l4Sbuk5eIQrl1JsolYSNfq4c1gkBx5qrp6laF8i6IUyB3i0df6iU48kml_y0KlS2rU4UdbABDJB5nr67VvfT08yfV3JIqLm2Q5-1Q/s320/Rearview.JPG" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"></td></tr>
</tbody></table>
I stumbled upon a lost memory today. This seems to be happening a lot lately. It's maybe not so much that these memories have been lost but that, once they are dusted off, they shine a light straight into ones soul. I guess that would go part of the way towards explaining why this one has me so wound up. <br />
<br />
A good friend of mine once took an opportunity to profile the monumental upheaval that was about to ensue. It was part of a writing class that he was embroiled in, but for me it stands as a testament to my transition into game audio over <a href="http://blog.lostchocolatelab.com/2011/10/5-years-technical-sound-design.html">five years</a> ago. There's some incredible depth to it. While I lived through it, from this side of the experience, I find that time has a way of dulling the specifics. <br />
<br />
So, for anyone who has ever wondered "How I got it game audio"...here's a rare in-depth glimpse of my first steps into the industry, in better prose than I could ever put together.<br />
<br />
<h3 style="text-align: right;">
Profile 2006: Damian Kastbauer </h3>
<h3 style="text-align: right;">
by Michael Vanderbourght </h3>
<blockquote class="tr_bq">
In the spring of 2003, the facilities management company where Damian Kastbauer worked was in the midst of a massive reorganization. Layoffs were looming, with his department rumored to be bearing the brunt of the excision. Although his job consisted mostly of tedious office work, hardly what any child might aspire too, his wife had just given birth to their first child and they had recently bought a house.The job was their only source of income. He weighed his options as to what he might do if he was laid off. He considered computer administration, airplane mechanics, and even going back to the electronics repair shop where he had worked years earlier. When the reorg had run its course, half of his department received pink slips, but he was not among them. Despite this short term luck, the experience was a wake up call. “I remember thinking to myself, this is no way to live, hoping and praying not to be let go from a job I don’t even like. There has to be a better way.” The epiphany came one day while talking with his wife, Julie, about the dissatisfaction he was feeling with his career. “I remember she asked me that if I could do anything I wanted to do for a job... anything at all, what would it be? I said, that I would probably make weird noises. She asked me if there were any jobs available out there that involved making weird noises, and I said yes, there probably were a few, I just don't know what exactly. so she said, well, why don’t you find one of those to do?<br />
<br />
Why not indeed; it seems like a simple enough question to pose to anyone who is not currently pursuing their dreams. Why not write that novel? Why not go back to school? Why not move to Italy and open up that wine bar? There are countless reasons available as to why not; some of them valid – for the middle aged man whose dream it is to become a starting point guard in the NBA, that ship really probably has sailed – but for most of us, the reasons come from places of fear and doubt; unhealthy places to derive any life decision from, but yet they are there and often have veto power over our desire to break free. It was with this in mind that I met with Kastbauer at a <a href="http://www.shuangchengrestaurant.com/">Vietnamese restaurant in Minneapolis</a>, one week before he and his wife would be loading their daughters, two cats, and only the most necessary of belongings into a trailer to make the three day journey to Fairfax, California. I wanted to know how it came to be that in just a little over three years after that conversation with his wife he was able to find his dream job doing audio implementation for a video game developer, in a location most of us would kill to live, dream job or no.<br />
<br />
Kastbauer's enthusiasm for creating noise began with a love of making music. As a teenager, he performed in several garage bands, trying his hand at the drums and base before settling on the guitar. In the beginning, the music consisted mostly of the three-chord arrangements typical of bands just starting out, but over time he began to crave a sound that was less ordinary. He invested in electronic music processing equipment that he could use to alter his guitar to create new sounds. After taking a year or two to make music on his own, he joined a band called <a href="http://www.waste.org/feb/index.shtml">February</a>. <a href="http://archive.org/search.php?query=february_theband%20AND%20collection%3Aopensource_movies">February</a> had a dreamy sound that mixed well with Kastbauer's experimental guitar style and the band soon began to cultivate a strong local following, which eventually attracted attention from record labels. The band recorded an album for <a href="https://carrottoprecords.com/">Carrot Top Records</a>, a Chicago-based independent record label, and were on the verge of making it to the next level, but decided to call it quits after one of the founding members decided to leave. </blockquote>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjhhyzS7ye0-kV83Ozx_g6Fg9hyphenhyphendAnjyWKQZzEB_vpsqDrYMvjnMlfesEJYVFQ8yx8lUjD272aUH43zM_sIezvt9GW9OJFULQBATdFBJhkiTVBtnRPdRZuxHQVSAAkTGfULYmtlQg/s1600/DK_February_TheBird.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="226" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjhhyzS7ye0-kV83Ozx_g6Fg9hyphenhyphendAnjyWKQZzEB_vpsqDrYMvjnMlfesEJYVFQ8yx8lUjD272aUH43zM_sIezvt9GW9OJFULQBATdFBJhkiTVBtnRPdRZuxHQVSAAkTGfULYmtlQg/s320/DK_February_TheBird.png" width="320" /></a></div>
<blockquote class="tr_bq">
By this time Kastbauer was married, and was hoping to start a family. The rigorous and unpredictable life of a rock star no longer seemed practical, so he looked into other ways he could apply his talents. He enrolled in an audio engineering program at a Minneapolis based technical college thinking that he might enjoy doing sound for commercials or some other medium, but after taking a class that focused on the business side of sound production, he decide he couldn't see himself working on projects that he wasn't passionate about, like a writer who aspires to write epic poetry but is working instead, say, as a copy editor for a plastics manufacturing trade magazine. He made the decision that many of us make at some point or another; that work would be something he did to earn a living, not necessarily something he enjoyed, and that he would pursue music and sound production in his spare time. He decided to look for a respectable nine to five job that would pay the bills and provide heath insurance for his family. After signing on with a temp agency, he was placed at the facilities management company, and within a year, he was offered a full-time position. In his spare time he continued to make music. He and wife started a band called Lost Chocolate Lab. She would play the flute, and he would play an assortment of keyboards, organs, and guitars funneled through an array of sound effect processors. It was really more of a musical project then a band, but they did eventually find a drummer and play a few live shows. Kastbauer created a website where he made recordings of <a href="http://www.waste.org/lostchocolatelab/LCLMusic.html">Lost Chocolate Lab's music available for free</a>. It was from this website that he would later expand the scope of Lost Chocolate Lab to make sounds for another medium: Video games.</blockquote>
<div class="separator" style="clear: both; text-align: center;">
<a href="http://www.waste.org/lostchocolatelab/uploaded_images/PICT0047.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="240" src="http://www.waste.org/lostchocolatelab/uploaded_images/PICT0047.JPG" width="320" /></a></div>
<blockquote class="tr_bq">
Like many children born in the 70s, Kastbauer grew up playing video games. From the beeps and bloops of Frogger and Mrs. Pacman, to the iconic soundtracks of Super Mario Brothers and The Legend of Zelda, video game audio was as much a part of his personal cultural history as the dozens of bands that influenced him, so when his wife challenged him to find a career in audio, designing and implementing sound for video games seemed like a natural choice. After all, video games were no longer the niche market they were ten years ago. Sure they didn't carry the same artistic cache of music or film. There was no independent gaming festival in some exotic locale that movie stars flocked to every year. You weren't likely to overhear a couple of socialites discussing the latest first person shooter release while sitting at a posh wine bar. But still, the demand was growing, and expanding into new markets, there had to be a demand for talented people. Also, the other limitation that might have thwarted him ten years ago, the fact that, like most careers in the creative arts, the place to be for game developers was on the coast, preferably New York, or LA, and certainly not in the Midwest. But the Internet had made geographic limitations in media collaboration irrelevant. Sound files could be sent by email. He figured he could bootstrap his career online, he just had to figure out how. He stumbled onto a website called gamasutra.com, an online game industry magazine that had job postings for game designers. The paying positions all required some combination of formal education or experience in the game development industry, of which Kastbauer had none, but there were several listings for volunteer positions to work on independent projects. These weren't so much companies, but loose affiliations of individuals around the world creating games for fun and acclaim. There was no interview or application process. To get involved with one of these projects, you just had to be willing to work for free and produce. Kastbauer decided that this is how he would build his portfolio.<br />
<br />
His first project was an online puzzle game called Hippo Stomp. He produced what was asked of him, a series of keyboard noised to correlate with the movements on screen. The game was never completed however, the primary programmer just decided to stop working on it. This was often the case with these amateur projects. Many or the programmers were 15 year old kids working after school. Highly talented, but with the attention span of a fruit fly. This was OK for the time being, it gave him a chance to learn without a lot of pressure, but eventually he was going to need to involve himself with projects that would be completed so he could put something on a resume. After a few months he signed on with a development group called Playful Minds. This was also an independent, rag tag group of developers, but they were far more dedicated then any he had encountered so far, many of them, like him, trying make a career in video game development. He helped them produce three games: Elemental Wars, Castle Cars, and Rings of Power. During this time, he discovered that he had a talent for audio implementation in addition to just sound fabrication. If you think of each individual sound effect, or piece of noise, as a note from a violin or clarinet, the implementation person would be the conductor, putting it all together. Kastbauer eventually signed on to larger projects, where he was asked to fine other sound effects producers to work under him, some of these were even paying jobs; nothing he could use pay the mortgage, but still, he was moving in the right direction</blockquote>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjtkIU_sH953rI3FEZOk3VGlC1aoZnfxl8SKyAg63DlsC5-Q9PenaL3bpzfw92i8Em8XqhDVIEJc1i6wKB_fUElFMNqNWWgFRh68LBhk_g4yH08BMOBL8CyPhJbQiCvy24pHqqMuw/s1600/EW02.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="237" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjtkIU_sH953rI3FEZOk3VGlC1aoZnfxl8SKyAg63DlsC5-Q9PenaL3bpzfw92i8Em8XqhDVIEJc1i6wKB_fUElFMNqNWWgFRh68LBhk_g4yH08BMOBL8CyPhJbQiCvy24pHqqMuw/s320/EW02.jpg" width="320" /></a></div>
<blockquote class="tr_bq">
He would work at night, after eating supper with his family, often until one or two in the morning. On the weekends he would do field recording at his in-laws cabin, a medieval festival, or wherever he had to go to get the sounds he needed. Sometimes this entailed recording the sound of tossing sticks and stones of different heft and from different altitudes into the snow, or renting a suit of armor and having a friend hit him with various objects from various angles, and foot steps; footsteps walking, running, skipping, stomping, with shoes on, with boots on, and countless other permutations. As the technology for creating games advances the level of realism possible, the quality and detail of the sound is expected to correlate.<br />
<br />
Kastbauer's biggest break might have come when one of his colleagues at Playful Minds who worked as a programmer for Philips Electronics during the day asked him if he wanted to create sound effects for a project that he was working on. The project wast the <a href="http://www.research.philips.com/technologies/robotics.html">iCat</a>, a robotic learning device in the shape of a yellow cat that Phillips was designing to be used as a learning tool for schools around the world. The sound effects person had suddenly quit at the last minute and they needed somebody immediately. It was a simple enough job, they just need around a dozen little noises to correspond to different facial expressions that the robot made, but the exposure was invaluable. Among other publications, the <a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjU75ATEYxEXV30XMVPYbgwC46qdD3r9GvW03gQpgjzkhE6M6JAM2d_2v0QX9MOvUb0LOvHtl8dUc6Om6SPGPQ2kiRvKV5LFIXAOluheDVjnjgn3M9A2XO2wVGnxchaak2azg89Pg/s320/Time-iCat2005.tif">iCat was listed in Time magazine</a> as one of the coolest inventions in 2005. Kastbauer did not receive compensation for the work, but he was able to get the development team to record video of the <a href="http://www.youtube.com/watch?v=DUjheZiS63k">iCat giving an introduction for his video portfolio</a>. The portfolio was a montage of the various projects he had worked on up until this point. He copied it on to hundreds of business-card sized CD roms that he planed on bringing to the 2006 Game Developers Conference (GDC) in San Jose and getting it into as many hands as possible.</blockquote>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhk_wAYy0h1bYcW3l31qxMU4NphB0hMpOUeTXz42oc174vFVRfrT0URU2BH1kZniY5GCoSA8TlXB4yalHy2Er0mmvoEuWtPNJjLrEAbzgY4NspZG-YKwpmfA6VlLFrQTe1j2b162g/s1600/Demo.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhk_wAYy0h1bYcW3l31qxMU4NphB0hMpOUeTXz42oc174vFVRfrT0URU2BH1kZniY5GCoSA8TlXB4yalHy2Er0mmvoEuWtPNJjLrEAbzgY4NspZG-YKwpmfA6VlLFrQTe1j2b162g/s320/Demo.JPG" width="320" /></a></div>
<blockquote class="tr_bq">
The GDC is the week long official trade event for game developers, attracting over ten thousand participants annually. Kastbauer's goal was to talk to every single person. His two<a href="http://www.wildfiregames.com/0ad/page.php?p=9851"> mantras</a> were, "no thinking, only doing" and "I can sleep when I get home." He grew his trademark lumberjack beard out even bushier then usual, hoping that it would make him that much more memorable. In the end he walked away with 52 business cards. 52 contacts, or 52 seeds planted in the minds of individuals with varying levels of influence in the industry. He just hoped that one of these seeds could be cultivated into a job.<br />
<br />
When he returned, he continued to work on various projects and look for full time employment. He received a lead here and there, but they would ultimately fizzle before he had a chance to even meet face to face with anyone. Finally, in August of 2006 he was contacted by Julian Kwasneski, the audio director for <a href="http://www.basound.com/">Bay Area Sound</a>, who Kastbauer had met at GDC. Kwasneski's firm was in the process of negotiating a contract with a large game developer, and assuming that everything went according to plan, they were going to need an audio implementation specialist and he wanted to know if Kastbauer would be interested. It was a dream opportunity. Within two months the Kastbauer's put their house on the market, stashed their belongings in his Dad's garage, and headed west. The length of his contract with Bay Area Sound is six months. It might seem like a lot to uproot your family and travel across the country for an opportunity that is only guarantee to last a half a year, but Kastbauer is confident that once he is out there and establishes himself, he will have more then enough opportunities. And it's confidence, after all, that got him this far.</blockquote>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg6njatWB9C-5TFQDyQCRf2ji2v0X8xVyxWkU6-hgD8AXSDpsFqSOuav1uhRaQSZjUaLkZ6ePS3EI7deitQoBjmbcVnRwz3ALz0cgsCkhboXQC55KCeSx7mAabeR6Cuf6-x61DbRg/s1600/GoingToCA.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="195" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg6njatWB9C-5TFQDyQCRf2ji2v0X8xVyxWkU6-hgD8AXSDpsFqSOuav1uhRaQSZjUaLkZ6ePS3EI7deitQoBjmbcVnRwz3ALz0cgsCkhboXQC55KCeSx7mAabeR6Cuf6-x61DbRg/s400/GoingToCA.jpg" width="400" /></a></div>
Be <a href="http://blog.lostchocolatelab.com/2011/05/video-game-binge-weekend.html">careful</a> <a href="http://blog.lostchocolatelab.com/2011/10/5-years-technical-sound-design.html">what</a> <a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjWngeatYoPdvbzK6AY43Lgsv8v9WtGIK0J5bRItmBxUXjU6eg6E2zoAt5STBFjN3Dry16tDOh8teBEH1hm5iFm-Jupdo7pX9TrXyqiUY4UPoClfW8hykX8EDmEEMg_NxEUbM4bEQ/s320/Agape.jpg">you</a> <a href="http://blog.lostchocolatelab.com/2012/04/please-allow-me-to-introduce-myself.html">wish</a> for!<br />
<br />lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-31710728490062013152012-06-22T10:20:00.001-07:002013-05-21T08:33:50.676-07:00Sound Quote: HBWATEOTW - Haruki Murakami<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiYrYnlORSmyByp2tPo0p9Jiv8MQwcrLgZFGN-8GEfIQZNtdX3YA0mURw5z0kuFh5URYIKQ-5NXxREejC9Rqxv7clvnNN1YCCYbOhle4xGdzKbwr7-HmHoKuwBasc1kXvbeteiBwA/s1600/HBWATEOTW.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="202" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiYrYnlORSmyByp2tPo0p9Jiv8MQwcrLgZFGN-8GEfIQZNtdX3YA0mURw5z0kuFh5URYIKQ-5NXxREejC9Rqxv7clvnNN1YCCYbOhle4xGdzKbwr7-HmHoKuwBasc1kXvbeteiBwA/s400/HBWATEOTW.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Hard-Boiled Wonderland and the End of the World</td></tr>
</tbody></table>
<br />
From the opening scene in an elevator, beginning on page two, sound has already been established as a key player in the unfolding story:<br />
<blockquote class="tr_bq">
"...it was dead silent. There wasn't a sound - literally not one sound - from the moment I stepped inside and the doors slid shut. Deep rivers run quiet."</blockquote>
<blockquote class="tr_bq">
"I strained to hear something, anything, but no sound reached my ears. I pressed my ear against the stainless-steel wall. Sure enough, not a sound. All I managed to leave was an outline of my ear on the cold metal. The elevator was made, apparently, of a miracle alloy that absorbed all noise. I tried whistling <i>Danny Boy</i>, but it come out like a dog wheezing with asthma." </blockquote>
<br />
It's no surprise that throughout Murakami's Hard-Boiled Wonderland and the End of the World sound continues to play a vital and visceral role throughout. It's likely that anyone reading the book could find a myriad of details to indulge their particular interests. My particular geek comes in the form of how sound is represented in words, and it is here that <a href="http://www.scribd.com/doc/79734260/hbwateotw">HBWATEOTW</a> shines brightly for me. <br />
<br />
<a href="http://blog.lostchocolatelab.com/2012/06/sound-quote-hbwateotw-haruki-murakami.html#more">More...</a><br />
<br />
<a name='more'></a><br />
Harkening back to my fascination with footstep sound, Murakami nails the intricacies of movement and their place in the world.<br />
<blockquote class="tr_bq">
"I walked behind her. The clicks of her pointy high heels echoed down the empty corridor like an afternoon at the quarry."</blockquote>
<blockquote class="tr_bq">
"And through it all, the same staccato rhythm of her heels, followed by the melted rubber gumminess of my jogging shoes."</blockquote>
Their use so profound as to define the last sentence in the book - resonating with the reader long after they've finished.<br />
<br />
But it's not just details, it's the pervasive use of sound to help root the reader in a sense of place. I've made it a habit to dog-ear pages that make an interesting reference to sound. Call it a meta-game that I play when reading, here's what it looks like:<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjsHT2OhdpSvSHAdMSky9Z_E4GqvMqYvBXlisDFbqdSKvV0cc2V0IERMt1RcJ8g0A6zTDNYJPFXrQj82K_AlCbU5uSizI-nt86499fOW8LSptbyPxcpJSN7d_dSZQVql7ZqBtayWA/s1600/HBWATEOTW_DogEar.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="93" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjsHT2OhdpSvSHAdMSky9Z_E4GqvMqYvBXlisDFbqdSKvV0cc2V0IERMt1RcJ8g0A6zTDNYJPFXrQj82K_AlCbU5uSizI-nt86499fOW8LSptbyPxcpJSN7d_dSZQVql7ZqBtayWA/s400/HBWATEOTW_DogEar.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">The <i>interesting</i> references to sound!</td></tr>
</tbody></table>
<br />
Chapter two starts out in its description of the "Golden Beasts", a creature that flows like a river of sound throughout the novel:<br />
<blockquote class="tr_bq">
"Almost meditative in their stillness, their breathing hushed as morning mist, they nibbled at the young grass with not a sound."</blockquote>
<blockquote class="tr_bq">
"As dusk falls over the Town, I climb the Watchtower on the western Wall to see the Gatekeeper blow the horn for the herding of the beasts. One long note, then three short notes - such is the prescribed call. Whenever I hear the horn, I close my eyes and let the gentle tones spread through me. They are like none other. Navigating the darkling streets like a pale transparent fish, down cobbled arcades, past the enclosures of houses and stone walls lining the walkways along the river, the call goes out. Everything is immersed in the call. It cuts through invisible airborne sediments of time, quietly penetrating the furthers reaches of the Town."</blockquote>
Later on a parallel is drawn regarding the "prescribed call" that serves as a subtle link between the titles duality. A barely identifiable link that only surfaced for me after repeated reading. I think one of the secrets of great writing is finding these subliminal links that pass undetected the first time, but when revisited expose a complex web of interconnection. That so many of these details encompass the world of sound is what makes this such a fascinating read for me.<br />
<br />
It's hard to go too much further with some of the other references. While Murakami isn't necessarily known for his sci-fi tendencies, there is a central technology that anchors one of the main plot points that is based on "Sound removal". Another that deals with physical modeling:<br />
<blockquote class="tr_bq">
"Sounds?" I said. "Bones produce sounds?"<br />
"Of course they do," said the old man. "Every bone has a unique sound. It's the hidden language of bones. And I don't mean metaphorically. Bones literally speak. Research I'm engaged in proposes t'decode that language. The, t'render it artificially controllable.</blockquote>
Elsewhere, the description of a whirlpool bears the mark of a living breathing entity:<br />
<blockquote class="tr_bq">
"It is unearthly, resembling nothing that I know. Different from the thundering of a waterfall, different from the holw of the wind, different from the rumble of a tremor. It may be described as the gasping of a gigantic throat. At times it groans, at times it whines. It breaks off, choking."</blockquote>
<blockquote class="tr_bq">
"The Pool seems to be snarling," I remark.</blockquote>
<blockquote class="tr_bq">
"The gasps of the Pool resound everywhere, rising like huge clouds of steam. They echo with anguish from the depths." </blockquote>
An underground cavern:<br />
<blockquote class="tr_bq">
"Then came a series of sharp creaks and cracks, like boulders scraping together with tremendous force. All was relentless noise; suddenly silence. A second of nothing at all-Then everywhere was filled with a weird hissing, as if thousands of old men were sucking air between their teeth. A reedy whistling echoing through the darkness like the humming of thousands of subterranean insects triggered by the same stimulus. The sound did not wish us well."</blockquote>
<blockquote class="tr_bq">
More like a ringing in my ears, actually. Cutting through like drill bits of high-pitched sound, like the humming of insects gone wild, the sound careened off the walls and screwed into my eardrums. </blockquote>
And the use of silence, liberally throughout: <br />
<blockquote class="tr_bq">
"Total silence. Once the sound was severed, that was it. Both she and I froze in position, straining our ears for… what? I swallowed, but it sounded as raucous as a needle striking the edge of a turntable."</blockquote>
That's not to say the bulk of sound in the book is razor sharp science or natural wonder. It's the humanness of sound that triumphs time and again.<br />
<blockquote class="tr_bq">
"What sounds!" smiles the fascinated Caretaker. "As if they change colors!" </blockquote>
<blockquote class="tr_bq">
"Why don't you put your ear to my tummy," she said, rolling the blanket to the foot of the bed."<br />
"Hear anything?" she asked.<br />
"I held my breath and listened. There was only the slow rhythem of her heartbeat.<br />
"I don't hear a thing," I said.<br />
"You don't hear my stomach digesting all that food?" she asked.<br />
"I doubt digestion makes much sound. Only gastric juices dissolving things. Of course there should be some peristaltic activity, but that's got to be quiet, too"<br />
"But I can really feel my stomach churning. Why don't you listen again?"</blockquote>
<br />
And he does.lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-51208525813343333152012-05-14T10:06:00.003-07:002013-05-21T08:35:08.741-07:00Racing Game Sound Study [Links]<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgqLwrsPZ1R4PFJr_jXpKyFYBc4HyJ66EMHrRjkVuQHxwl9tFeuo8p4v7g7zWzRWNWI_i2973nLHSPiB3WuRTHZ5WsPXM7e3fK_7IF91nGkPHfKF2TwRn9sCCDYTkKswKE59U9pgQ/s1600/All_Logo-300x190.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="253" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgqLwrsPZ1R4PFJr_jXpKyFYBc4HyJ66EMHrRjkVuQHxwl9tFeuo8p4v7g7zWzRWNWI_i2973nLHSPiB3WuRTHZ5WsPXM7e3fK_7IF91nGkPHfKF2TwRn9sCCDYTkKswKE59U9pgQ/s400/All_Logo-300x190.png" width="400" /></a></div>
<br />
<br />
I tend to bury a lot of information within the text of these sound studies to serve as a further "jumping off point" for readers to dig deeper after they've made their way through the bulk of the research. Understandable, not everyone is into power-browsing with a multi-tabbed monstrosity within their search engine. So, here are the various links that were sprinkled throughout the study for you to further peruse at your leisure.<br />
<br />
The study is represented by three posts:<br />
<a href="http://blog.lostchocolatelab.com/2012/05/racing-game-sound-study.html">Racing Game Sound Study - Lost Chocolate Lab</a><br />
<a href="http://www.tracktimeaudio.com/?p=322">Racing Game Sound Study -Track Time Audio</a><br />
<a href="http://www.gameaudiopodcast.com/?p=399">Racing Game Sound Study - Game Audio Podcast</a><br />
<br />
And an introductory article in Game Developer Magazine:<br />
<a href="http://gamedeveloper.texterity.com/gamedeveloper/201205?pg=54#pg54">Vroom Vroom - A Study of Sound in Racing Games</a><br />
<br />
Also, be sure to back the <a href="http://www.kickstarter.com/projects/69968530/record-audio-of-a-car-via-dyno-for-use-in-racing-v">Dyno Sessions Kickstarter Project</a><br />
<br />
<a href="http://blog.lostchocolatelab.com/2012/05/racing-game-sound-study-links.html#more">More links after the [JUMP]</a><br />
<br />
<a name='more'></a><br />
<br />
<br />
<iframe allowfullscreen="" frameborder="0" height="281" mozallowfullscreen="" src="http://player.vimeo.com/video/31683043?color=ffffff" webkitallowfullscreen="" width="400"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="300" mozallowfullscreen="" src="http://player.vimeo.com/video/26117389?color=ffffff" webkitallowfullscreen="" width="400"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="300" mozallowfullscreen="" src="http://player.vimeo.com/video/26134932?color=ffffff" webkitallowfullscreen="" width="400"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="300" mozallowfullscreen="" src="http://player.vimeo.com/video/26167871?color=ffffff" webkitallowfullscreen="" width="400"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="300" mozallowfullscreen="" src="http://player.vimeo.com/video/26143039?color=ffffff" webkitallowfullscreen="" width="400"></iframe> <br />
<br />
<iframe allowfullscreen="" frameborder="0" height="300" mozallowfullscreen="" src="http://player.vimeo.com/video/26145971?color=ffffff" webkitallowfullscreen="" width="400"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="300" mozallowfullscreen="" src="http://player.vimeo.com/video/26112251?color=ffffff" webkitallowfullscreen="" width="400"></iframe><br />
<br />
<br />
<br />
<h3>
Links:</h3>
<a href="http://en.wikipedia.org/wiki/Racing_game">Wiki - Racing Games</a><br />
<a href="http://en.wikipedia.org/wiki/Sim_racing">Wiki - Sim Racing</a><br />
<br />
<a href="http://gameaudiorelevance.iasig.org/tag/vehicle/">Game Audio Relevance - Vehicle Tag</a><br />
<br />
<a href="http://www.wpi.edu/Pubs/E-project/Available/E-project-030607-163836/unrestricted/IQP.pdf">Analysis of Game Interface Performance</a> - Study testing the effects of different interfaces on players’ performance in racing games<br />
<br />
<a href="http://audiogames.net/drive/">AudioGames.net: 'Drive' </a>: a racing game completely based on sound.<br />
<br />
<a href="http://re-sounding.com/2012/04/13/partly-procedural-engine-model/">Re-Sounding - Partly Procedural Engine Mode</a><br />
<a href="http://bleepsandpops.com/post/3989688511/car-audio-system-in-a-3d-game-with-unity">Bleeps and Pops - Car Audio System in a 3D game with Unity </a><br />
<a href="http://www.sonory.org/">Sonory.org - Engine Sound Synthesis</a><br />
<a href="http://www.rigsofrods.com/wiki/pages/Soundscript_files">Rigs of Rods - Soundscript files</a><br />
<br />
<a href="http://phors.locost7.info/contents.htm">Brian Beckman - The Physics of Racing</a><br />
<br />
<a href="http://www.youtube.com/all_comments?v=2QDZuJyplmk&page=1">Forza Motorsport 4 vs SHIFT 2 Unleashed - Nissan 370Z at Laguna Seca</a> - Comments on Sound <br />
ForzaMotorSport.net - <a href="http://forums.forzamotorsport.net/forums/permalink/2615979/2616811/ShowThread.aspx#2616811">Observation about the car sounds </a><br />
<br />
<a href="http://www.vanseodesign.com/web-design/dieter-rams-good-design/">10 Principles Of Good Design: Dieter Rams</a><br />
<br />
<a href="http://answers.yahoo.com/question/index?qid=20080910233337AAwymg6">Why do Formula 1 cars sound like a pack of wild bees?</a><br />
<br />
<a href="http://crankcaseaudio.com/">Crankcase Audio - Rev</a><br />
<a href="http://www.2xlgames.com/#xlr8-1e8916">2XL Games - XLR8</a><br />
<a href="http://www.modojo.com/reviews/ipad/xlr8/">2XL Games - XLR8 Review</a><br />
<a href="http://toucharcade.com/2012/04/11/2xls-xlr8-isnt-a-game-but-it-makes-driving-feel-like-one/">2XL's 'XLR8' Isn't a Game, But it Makes Driving Feel Like One</a><br />
<a href="http://bigblockentertainment.yolasite.com/">Drag FX - Big Block Entertainment</a><br />
<a href="http://www.tracktimeaudio.com/?p=421">Drag FX - OBD-based Engine Sound Simulator</a><br />
<br />
<h3>
Interviews:</h3>
<a href="http://www.simon.mooli.org.uk/AF/article/codies.html">Simon N Goodwin's Codemasters softography</a> - background information on his work in the Central Technology department at Codemasters.<br />
<a href="http://etiennedeleflie.net/2007/08/30/interview-with-simon-goodwin-of-codemasters-on-the-ps3-game-dirt-and-ambisonics/">Interview with Simon Goodwin of Codemasters on the PS3 game DiRT and Ambisonics</a><br />
<a href="http://theboar.org/games/2010/mar/3/interview-simon-goodwin-codemasters/">The Boar - Interview: Simon N Goodwin, Codemasters</a><br />
<br />
<a href="http://www.tracktimeaudio.com/?p=365">Track Time Audio: Nick Wiswell Exclusive Interview Part 1</a><br />
<a href="http://www.tracktimeaudio.com/?p=411">Track Time Audio: Nick Wiswell Exclusive Interview Part 2</a><br />
<a href="http://www.tracktimeaudio.com/?p=207">Track Time Audio: Mike Caviezel Exclusive Interview</a><br />
<a href="http://www.tracktimeaudio.com/?p=240">Track Time Audio: New FMOD Tutorial Discusses Car Recording</a><br />
<a href="http://www.tracktimeaudio.com/?p=417">Track Time Audio: Forza Tire Physicist Talks Shop</a><br />
<br />
<a href="http://www.develop-online.net/features/1457/John-Broomhall">Develop - Heard About: Forza Motorsport 4</a><br />
<a href="http://www.develop-online.net/features/1061/Heard-About-F1-2010">Develop - Heard About: F1 2010</a><br />
<a href="http://www.develop-online.net/features/660/AUDIO-SPECIAL-Heard-about-Blur">Develop - Heard About: Blur</a><br />
<br />
<a href="http://createdigitalmusic.com/2012/04/designing-the-sound-of-a-real-car-an-audi-from-silence-to-noise/">Create Digital Music - Designing the Sound of a Real Car: An Audi, from Silence to Noise</a><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/HoEDLvQZg5I?rel=0" width="400"></iframe><br />
<br />
<h3>
Video</h3>
<br />
<iframe allowfullscreen="" frameborder="0" height="301" src="http://www.youtube.com/embed/gfDmmhlmTk4?rel=0" width="400"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="271" src="http://www.youtube.com/embed/hxOC4lnJL8k?rel=0" width="400"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="301" src="http://www.youtube.com/embed/q08ftce-rDU?rel=0" width="400"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="203" src="http://www.youtube.com/embed/LQw8CY_48rg?rel=0" width="399"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="203" src="http://www.youtube.com/embed/-wDi_LEiNSM?rel=0" width="399"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="271" src="http://www.youtube.com/embed/x9arzQrbXXk?rel=0" width="400"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="203" src="http://www.youtube.com/embed/2z9vraGIu9A?rel=0" width="399"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="271" src="http://www.youtube.com/embed/MK_pwMItCPM?rel=0" width="400"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="271" src="http://www.youtube.com/embed/a-RGhAe6Rrg?rel=0" width="400"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="203" src="http://www.youtube.com/embed/2traXupRFYg?rel=0" width="399"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="203" src="http://www.youtube.com/embed/QyiRhFgK_rQ?rel=0" width="399"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="203" src="http://www.youtube.com/embed/P8x0Cp7XhRQ?rel=0" width="399"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="271" src="http://www.youtube.com/embed/7LbAkNLTroE?rel=0" width="400"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="203" src="http://www.youtube.com/embed/_Vluo4Jqyp0?rel=0" width="399"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="203" src="http://www.youtube.com/embed/njCKLNMZcrk?rel=0" width="399"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="271" src="http://www.youtube.com/embed/-7X-VJkPzhY?rel=0" width="400"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="203" src="http://www.youtube.com/embed/v86xpc0OND0?rel=0" width="399"></iframe><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="203" src="http://www.youtube.com/embed/nBr7EhL6Jpg?rel=0" width="399"></iframe><br />
<br />
Getcher' ears on!<br />
-lcl<br />
<br />
<br />lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-76111245808246530932012-05-01T07:15:00.000-07:002013-11-13T21:40:17.964-08:00Racing Game Sound Study<div 0in="" align="CENTER" margin-bottom:="">
</div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgqLwrsPZ1R4PFJr_jXpKyFYBc4HyJ66EMHrRjkVuQHxwl9tFeuo8p4v7g7zWzRWNWI_i2973nLHSPiB3WuRTHZ5WsPXM7e3fK_7IF91nGkPHfKF2TwRn9sCCDYTkKswKE59U9pgQ/s1600/All_Logo-300x190.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="253" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgqLwrsPZ1R4PFJr_jXpKyFYBc4HyJ66EMHrRjkVuQHxwl9tFeuo8p4v7g7zWzRWNWI_i2973nLHSPiB3WuRTHZ5WsPXM7e3fK_7IF91nGkPHfKF2TwRn9sCCDYTkKswKE59U9pgQ/s400/All_Logo-300x190.png" width="400" /></a></div>
<br />
<div 0in="" margin-bottom:="">
<h3>
<span style="font-size: medium;"><b>Welcome to the Racing Game Sound Study</b></span></h3>
</div>
<div 0in="" auto="" margin-bottom:="" page-break-after:="" page-break-before:="">
</div>
<div 0in="" auto="" margin-bottom:="" page-break-after:="" page-break-before:="">
These <a href="http://blog.lostchocolatelab.com/2010/03/footsteps-informal-game-sound-study.html">informal game sound studies</a> aim to<span style="font-size: large;"> expose the technical side of game audio</span> by making an assessment of current generation titles. The assessment is then used as a way to better understand the differences in approach, aesthetics, and progression of techniques across a small sample. By turning the focus onto emerging details that arise during the course of the study we are able to identify area’s of significance and interest that help communicate the current state of the art. These finding are then represented in a content-rich report that includes: video’s, article links, and specialized interviews. The <span style="font-size: small;">goal is to help </span><span style="font-size: small;"><span style="font-size: large;">raise awareness for the technical side of sound design</span> a</span>nd help in the understanding of what is often not very well represented in current literature.</div>
<div 0in="" margin-bottom:="">
<br />
<b>The study is represented by three posts:</b><br />
<a href="http://blog.lostchocolatelab.com/2012/05/racing-game-sound-study.html">Racing Game Sound Study - Lost Chocolate Lab</a><br />
<a href="http://www.tracktimeaudio.com/?p=322">Racing Game Sound Study -Track Time Audio</a><br />
<a href="http://www.gameaudiopodcast.com/?p=399">Racing Game Sound Study - Game Audio Podcast</a><br />
<br />
And an introductory article in Game Developer Magazine:<br />
<a href="http://gamedeveloper.texterity.com/gamedeveloper/201205?pg=54#pg54">Vroom Vroom - A Study of Sound in Racing Games</a></div>
<br />
...and a seperate post rounding up all the embedded links in this post:<br />
<a href="http://blog.lostchocolatelab.com/2012/05/racing-game-sound-study-links.html">Racing Game Sound Study [Links]</a><br />
<br />
<div 0in="" margin-bottom:="">
<h3>
<a href="http://www.mashpedia.com/Racing_video_game"><span style="font-size: medium;"><b>Why Racing Games</b></span></a></h3>
</div>
<div 0in="" margin-bottom:="">
<span style="background-color: white;"></span></div>
<div 0in="" align="LEFT" margin-bottom:="">
Here's an admission: I'm not really that into cars. The last one I owned took it's own life last fall in a billowing smoke cloud of explosive glory and has yet to be replaced. I still <a href="http://www.hourcar.org/">drive</a> on occasion when I have to, but I guess that's one of the reasons I like living in the city: there's plenty of potential within walking/ biking distance and I don't mind having an excuse to slow down the flow of time. Don't get me wrong though, <span style="font-size: large;">the sound of engines speak deeply to my love of noise</span> and penchant for drones - coupled with games it becomes an almost irresistible combination.</div>
<div 0in="" align="LEFT" margin-bottom:="">
<br /></div>
<div 0in="" align="LEFT" margin-bottom:="">
Here's another thing: racing games present an interesting challenge. On one hand, they represent a deep simulation that attempts to recreate the base components of a vehicle’s engine and mechanical performance, and on the other hand attempts to give players access to an experience that is often unobtainable. It's a small pool of highly specialized talent that will ever have occasion to strap into a rally or formula one car to experience the thrill of racing. But being able to experience the thrill without the danger is something that games have always provided a safe place to experiment with.</div>
<div 0in="" align="LEFT" margin-bottom:="">
<br /></div>
<div 0in="" align="LEFT" margin-bottom:="">
While games generally do a good job of enabling role-play, not all racing games have their roots so firmly planted in the reality of everyday life. I mean, most of us have driven cars. We know what it means to accelerate and break, the feel of inertia when turning a corner and the emotion involved when interacting with other drivers on the road. Racing games do a good job of taking this shared experience and amplifying it by creating a time based reward system that is <a href="http://www.wpi.edu/Pubs/E-project/Available/E-project-030607-163836/unrestricted/IQP.pdf">dependent on your skill </a>as a driver. Additionally, the <span style="font-size: large;">sound and fury of driving</span> is often <a href="http://audiogames.net/drive/">abstracted</a> from the <a href="http://www.youtube.com/watch?v=v86xpc0OND0">realistic simulation</a> going on <a href="http://www.youtube.com/watch?v=hxOC4lnJL8k">under-the-hood</a> in order to make a more compelling and fun driving experience.</div>
<div 0in="" align="LEFT" margin-bottom:="">
<ul>
<li><a href="http://www.blogger.com/blogger.g?blogID=3035476&pli=1#TIRE">TIRE SQUEALS</a></li>
<li><a href="http://www.blogger.com/blogger.g?blogID=3035476&pli=1#ENGINE">ENGINE ACCELERATION/ DECELERATION</a></li>
<li><a href="http://www.blogger.com/blogger.g?blogID=3035476&pli=1#SURFACE">SURFACE MATERIALS</a></li>
<li><a href="http://www.blogger.com/blogger.g?blogID=3035476&pli=1#CAMERA">CAMERA PERSPECTIVES</a></li>
<li><a href="http://www.blogger.com/blogger.g?blogID=3035476&pli=1#ENVIRONMENT">ENVIRONMENTAL AND DAMAGE</a></li>
<li><a href="http://www.blogger.com/blogger.g?blogID=3035476&pli=1#UI">USER INTERFACE</a></li>
</ul>
Dig in to specifics and the results of the study after the break.<br />
<br />
<a name='more'></a></div>
<div 0in="" margin-bottom:="">
<b>Study Specifics:</b></div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" margin-bottom:="">
<span style="font-weight: normal;">This sound study was taken on an informal basis as a way to expose aspects of vehicle sound design, aesthetic and implementation in comparison across a number of current generation racing games.</span></div>
<div 0in="" margin-bottom:="">
<br /></div>
<ul>
<li><div style="margin-bottom: 0in;">
<span style="font-weight: normal;">Recording was done using analog stereo- RCA outputs into a DVD recorder in conjunction with the recorded footage. </span> </div>
</li>
<li><div style="margin-bottom: 0in;">
<span style="font-weight: normal;">The dynamic range remains intact for each game's audio capture, while levels have been normalized individually per game for each video to suit the online-video delivery method.</span></div>
</li>
<li><div style="margin-bottom: 0in;">
<span style="font-weight: normal;">Whenever possible, the audio settings in the menu were adjusted to highlight the specific vehicle component highlighted. </span> </div>
</li>
<li><div style="margin-bottom: 0in;">
<span style="font-weight: normal;">The intention of the capture and delivery was not to present hi-fidelity examples, but instead to create as clear a representation possible within means.</span></div>
</li>
<li><div style="margin-bottom: 0in;">
<span style="font-weight: normal;">It was also not our intention to compare loudness or dynamic range between titles.</span></div>
</li>
</ul>
<div 0in="" margin-bottom:="">
<span style="font-size: large;">This study doesn't address the difference between a <a href="http://en.wikipedia.org/wiki/Racing_game">racing "game"</a> and <a href="http://en.wikipedia.org/wiki/Sim_racing">racing "simulation"</a></span>. While simulation data is used in both types of game to present an experience to the driver (player), a racing game's intention is usually centered around a feeling of speed or fun and not necessarily created for the purpose of simulating fully the experience of driving a car. (This would be an exciting future sound study!)</div>
<div 0in="" align="LEFT" margin-bottom:="">
<span style="font-weight: normal;">We hope that the informal study is able to show a progression in sound and implementation technique throughout the current console generation and that it may help expose people to some of the intricacies of the genre.</span></div>
<div 0in="" auto="" margin-bottom:="" page-break-after:="" page-break-before:="">
<br /></div>
<div 0in="" margin-bottom:="">
<h3>
<span style="font-size: medium;"><b>History of Racing Games </b></span></h3>
</div>
<div 0in="" auto="" margin-bottom:="" page-break-after:="" page-break-before:="">
</div>
<div 0in="" auto="" margin-bottom:="" page-break-after:="" page-break-before:="">
From the first pitched sinewave the acceleration of vehicles in games has been intrinsically linked to the feeling of speed. Whether the flag-drop of <a href="http://www.youtube.com/watch?v=P8x0Cp7XhRQ">Atari’s Dragster</a> or the physical gear shifting lever of the arcade cabinet for <a href="http://www.youtube.com/watch?v=7LbAkNLTroE">spy-hunter</a>, attempts to bring together the driving experience and <a href="http://www.youtube.com/watch?v=-7X-VJkPzhY">gaming experience</a> has been <a href="http://www.youtube.com/watch?v=nBr7EhL6Jpg">inexorably linked</a>.</div>
<div 0in="" auto="" margin-bottom:="" page-break-after:="" page-break-before:="">
<br /></div>
<div 0in="" margin-bottom:="">
<iframe allowfullscreen="" frameborder="0" height="281" mozallowfullscreen="" src="http://player.vimeo.com/video/31683043?color=ffffff" webkitallowfullscreen="" width="400"></iframe></div>
<div 0in="" margin-bottom:="">
<br /></div>
<a href="http://www.blogger.com/blogger.g?blogID=3035476&pli=1" name="TIRE"></a><br />
<div 0in="" margin-bottom:="">
<a href="https://vimeo.com/26117389"><span style="text-decoration: none;"><span style="font-family: Arial;"><span style="font-size: medium;"><span style="font-style: normal;"><b><span style="background: none repeat scroll 0% 0% transparent;">TIRE SQUEALS</span></b></span></span></span></span></a><span style="text-decoration: none;"><span style="font-family: Arial;"><span style="font-size: small;"><span style="font-style: normal;"><span style="font-weight: normal;"><span style="background: none repeat scroll 0% 0% transparent;"> </span></span></span></span></span></span><br />
<span style="text-decoration: none;"><span style="font-family: Arial;"><span style="font-size: small;"><span style="font-style: normal;"><span style="font-weight: normal;"><span style="background: none repeat scroll 0% 0% transparent;"><br />
</span></span></span></span></span></span></div>
<div 0in="" margin-bottom:="">
There is no greater indicator of the loss of speed then the squealing sound of loose rubber on the road. <a href="http://www.youtube.com/watch?v=MK_pwMItCPM">Present</a> in some of the <a href="http://www.youtube.com/watch?v=a-RGhAe6Rrg">earliest</a> <a href="http://www.youtube.com/watch?v=2traXupRFYg">racing</a> <a href="http://www.youtube.com/watch?v=QyiRhFgK_rQ">games</a>, <span style="font-size: large;">the screeching sound of tires has always meant one thing: you're slowing down and losing precious time</span>. It's a sound that immediately puts you on edge. At some point during the current console generation the sound of the rubber meeting the road transformed into a fully dynamic and multi-layered symphony of squeals.</div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" margin-bottom:="">
Fundamentally tied to the tire physics simulation, the mathematics involved with keeping cars on the road are <a href="http://www.tracktimeaudio.com/?p=417">anything but simple</a>. Equally complex are the sound and vibrations coming from the independent <a href="http://www.youtube.com/watch?v=x9arzQrbXXk">grip and slip</a> of all <a href="http://www.youtube.com/watch?v=2z9vraGIu9A">four tires simultaneously</a>. As David explains over at Track Time Audio, there is more to a tire than just watching the wheels go round. If the intention is to accurately represent this discordant noise, in an attempt to allow the player to filter through the noise for information, then our industry is edging ever closer.</div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" margin-bottom:="">
Early titles in the current generation, like XBOX 360 launch title Project Gotham Racing 3 and Colin McRae's Dirt, the sound of tire friction seems to a be a relatively simple representation of either squealing or not. I say relatively simple, because the leaps and bound that are to made in the interim years are staggering when viewed through the lens of time. That's not to say they didn't give players the information needed to steady their game and self-correct on their way to the finish line. Multiple loops seem to be triggered each time squealing begins, crossfading on and off, depending on information regarding slippage from the tire physics simulation. This slippage or amount of grip would come to be a significant contributor to increased dynamics of tire sounds, but games released early in the console life cycle seem to have less detail and rely on a single sample to represent all four tires.</div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" margin-bottom:="">
The second coming of racing games for the X360/ PS3 begin to exhibit the traits of a tire model that leverages the <span style="font-size: large;">tires as four independent musicians in the howling rubber quartet</span>. Disjointed pitches, independent positioning, and greater dynamic changes adding to the amount of hum and squeal are all part of the current crop of racing game front runners. The most pronounced examples can be found in the latest iterations of both Dirt 3/Grid and Forza 4. Each of these employing tire sound positioned approximately, with the sounds of friction reflecting the players expectation. As a car drifts around a corner and fish tails quickly to a stop, each tire complains in it's own announcement of velocity from the appropriate location on the vehicle. The physical dynamics of this chorus can be visualized in Forza 4 using the “Telemetry View”, which tracks tire friction per-tire.<br />
<br />
Additionally, <a href="http://www.develop-online.net/features/1457/John-Broomhall">according to</a> Creative Audio Director Nick Wiswell at Turn 10: </div>
<div 0in="" margin-bottom:="">
</div>
<blockquote class="tr_bq">
<div 0.5in="" 0in="" margin-bottom:="" margin-left:="">
“in the new tyre model, we have hundreds of different sounds and skids for each surface type. In fact, it’s more complex than the engine model overall because we’re tracking <a href="http://www.youtube.com/watch?v=q08ftce-rDU">lateral and longitudinal forces</a> as well as the amount of load on each tyre – there are different sample sets for loaded/unloaded. As you go into a corner and turn, one tyre’s being forced into the ground, while another’s being slightly lifted off the surface and the sonic characteristics in each case are completely different.”</div>
</blockquote>
<div 0in="" margin-bottom:="">
If those examples don't grab you, then you may miss the subtlety at work in Codemasters F1 series...but if you want to hear the defining moment that racing enthusiasts have been waiting for, you'll want to listen closely and turn up the low end. <span style="font-size: large;"><span style="font-size: small;">There is a howling </span>sound that comes from a tire as it approaches it's grip limit</span> - the point at which a tire loses grip and begins to squeal. While also present in the current crop of recent titles, the higher frequency tone of engines in the F1 series make it easier to identify when this hum begins.<br />
<br />
<span style="text-decoration: none;"><span style="font-family: Arial;"><span style="font-size: small;"><span style="font-style: normal;"><span style="font-weight: normal;"><span style="background: none repeat scroll 0% 0% transparent;"><iframe allowfullscreen="" frameborder="0" height="300" mozallowfullscreen="" src="http://player.vimeo.com/video/26117389?color=ffffff" webkitallowfullscreen="" width="400"></iframe></span></span></span></span></span></span> </div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" margin-bottom:="">
A combination of parameters coming from the tire physics being used to control the dynamically change between content sets, as well as modify the sound of samples in response to the changing tire physics has opened up a deeper level of communication for the player. No longer simply an indicator of traction loss, sound can now be used to better anticipate the approach of slippage (and loss of momentum). With that additional information, players can further tune their auditory senses to ensure the maximum speed throughout the race.</div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" margin-bottom:="">
<br /></div>
<a href="http://www.blogger.com/blogger.g?blogID=3035476&pli=1" name="ENGINE"></a><br />
<div 0in="" margin-bottom:="">
<a href="http://vimeo.com/26134932"><span style="text-decoration: none;"><span style="font-family: Arial;"><span style="font-size: medium;"><span style="font-style: normal;"><b><span style="background: none repeat scroll 0% 0% transparent;">ENGINE ACCELERATION/ DECELERATION</span></b></span></span></span></span></a></div>
<div 0in="" margin-bottom:="">
Sound has a unique ability to communicate directly to the player in a way that is impossible to represent visually – all of the power and fury of an engine revving, for example, can be transferred directly from the speakers to the player’s brain in a pure expression and feeling of speed. Like the oft-cited survival horror genre, <span style="font-size: large;">attempting to play any racing game without sound immediately reduces your sense of immersion</span> and removes a critical component from the experience. The sound of the engine, like a purring cat or lulling drone that runs throughout a race, is positioned front and center and giving a constant indication of speed in a way that the visual speedometer can't approach. </div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" auto="" margin-bottom:="" page-break-after:="" page-break-before:="">
Likely some of the most complex and specialized technical sound design going on in games today lives at the heart of most racing games. In order to accurately model the sound of a vehicle engine, in direct response to the interactivity of the simulation, there are many challenges that need to be overcome in order to represent each aspect as realistically as possible. Understanding the fundamental approach to<a href="http://www.rigsofrods.com/wiki/pages/Soundscript_files"> current engine implementation</a> is critical to understanding what <a href="http://www.tracktimeaudio.com/?tag=recording">content is required</a>, in addition to how that content will be <a href="http://bleepsandpops.com/post/3989688511/car-audio-system-in-a-3d-game-with-unity">used at runtime</a>. Due to the <a href="http://phors.locost7.info/contents.htm">specialized nature of racing games</a>, most developers require a heavily modified audio pipeline in order to handle the special needs of audio for vehicles. Gone are the days of <a href="http://www.youtube.com/watch?v=_Vluo4Jqyp0">simple</a> <a href="http://www.youtube.com/watch?v=njCKLNMZcrk">sine waves</a> pitched based on the RPM of a car engine, the standard today relies on a complex and <span style="font-size: large;">constantly shifting <a href="http://www.tracktimeaudio.com/?p=240">puzzle of loops </a>and <a href="http://www.sonory.org/">synthesis</a> modified parametrically</span> from simulation data. Using everything from FFT analysis and <a href="http://re-sounding.com/2012/04/13/partly-procedural-engine-model/">granular re-synthesis</a> to distortion and time based effects, like delay and flange, to create dynamics in response to player interaction.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="http://www.blogger.com/goog_1214352133" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="211" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg9cHDyovjSqTGoTSTzovaVGZk2uzj1TOUfBTOwOc-Y9blyigMXniBZ3lQYhXnHwSxLYMMPet-AZ0ge__sjzJFE6VBOWcNrV5RR-vpuxoqUBBk3Ta0YJrr5iD1fIgCOroC8yyi_IQ/s400/FMOD_Engine_Example.png" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><a href="http://www.youtube.com/watch?v=Oinpqo2aRhg">FMOD Engine Designer</a></td></tr>
</tbody></table>
</div>
<div 0in="" auto="" margin-bottom:="" page-break-after:="" page-break-before:="">
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"></table>
</div>
<div 0in="" margin-bottom:="">
The engine is also there as a reminder, as Mike Caviezel recently said in the racing game-focused <a href="http://www.gameaudiopodcast.com/?p=399">Game Audio Podcast #18</a>, that <span style="font-size: large;">“<b>The Car is the Star</b>”</span>. Whether implemented using a loop based system, granular synthesis, physical modeling, or a hybrid, the three main sound components of the engine include the exhaust system, air induction, and the internal mechanics of the engine. Once the content has been established the resulting sound of each engine component is then tied to the same vehicle simulation used for every other aspect of the game using parameters to drive the change and modification in content. The earliest racing game engine sounds used the simulated vehicle RPM parameter to drive the pitch of a square wave. An increase in RPM meant an increase in the pitch of the engine note and, even at this basic level, communicated to the player their current speed. </div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" margin-bottom:="">
It's clear throughout the study that racing game sound has made tremendous leaps, even within the current generation of titles. The true testament of good vehicle engine design is currently measured by how natural this progression of RPM is handled during acceleration and deceleration. Taken from its natural recorded state and modified parametrically using DSP, an engine sound can quickly leave the realm of believability if not accounted for in the technical design. <span style="font-size: large;">Early titles during this console life cycle using a loop based engine sound methodology are easily identified by the synthetic quality that an engine sound exhibits when being dramatically pitched</span>. It's possible that a look in the rear-view mirror from the future will render today’s forerunners of racing game sound as similarly faulted, but from here the improvements over the past few years have been substantial. </div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" margin-bottom:="">
Starting with Xbox 360 launch title Project Gotham Racing 3 (PGR3) the genre was off and running. PGR3 was an alarm call for racing games and kicked off current-gen vehicle simulation in a big way compared to some of the <a href="http://www.youtube.com/watch?v=LQw8CY_48rg">other</a> <a href="http://www.youtube.com/watch?v=-wDi_LEiNSM">releases</a>. Even stacked against Codemasters first step into the Dirt series it breathes with a natural sound un-marred by much of the “pitchi-ness” that has plagued many racing game vehicle engines. Before their recent studio closing, Developer Bizarre Creations would go on to a 4<sup>th</sup> iteration of the PGR series before applying their work on vehicles to the arcade-style power-up game Blur and the cinematic vehicle presentation in James Bond's 007 Blood Stone. </div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" margin-bottom:="">
While the Dirt series seems (in retrospect) like a slow start in the engine sound department, it wouldn't take long before Codemasters punched the turbo and rapidly accelerated their engine sounds into first place. Beginning with Dirt 2 and continuing in Dirt 3, their engines attained more detail, more depth, and became less synthetic sounding. Something measurable was starting to happen between each new game, a continued harnessing of parameters, more layers, deeper integration and likely a bit of magic under-the-hood. Regardless of whether this was due to the introduction of granular synthesis in Dirt 2 (as indicated on <a href="http://www.simon.mooli.org.uk/AF/article/codies.html#DiRT2">Simon N. Goodwin's website</a>) or just the continued march of technology, the improvements are marked and important steps towards furthering realism in engine sound simulations. Also, the addition of engine damage states (when an engine has been pushed too hard for too long, or the car has been impacted one too many times) brought another level of realism to the simulation. The Dirt 2 Damage footage has an example of engine damage and the resulting sound (what sounds like a loop of knocking and pinging that's tied to the vehicle RPM). </div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" margin-bottom:="">
Being able to take a step back and see the progression of sound over a series of iterations has proved to be a valuable way to asses the progression of technology and innovation within such a narrow genre. This is especially true in the case of developments in the Forza series from Turn 10 Studios. Forza 4 takes a huge step towards addressing <a href="http://www.youtube.com/all_comments?v=2QDZuJyplmk&page=1">long-standing fan opinions</a> that the vehicle sounds in the Forza series are “<a href="http://forums.forzamotorsport.net/forums/permalink/2615979/2616811/ShowThread.aspx#2616811">too clean and clinical (sounding)</a>” by introducing a <a href="http://www.develop-online.net/features/1457/John-Broomhall">customized version</a> of the <a href="http://www.izotope.com/products/audio/trash/">Trash Distortion</a> plug-in from <a href="http://www.izotope.com/">iZotope</a>. Used throughout to add a visceral feel to the engine sounds, <span style="font-size: large;">there seems to be a direct correlation to the power available to a car and the amount of distortion</span> that get's applied. The extreme results of this new technology can be heard towards the end of the Forza 4 Engine capture. In a talk at AES NYC in 2010 Mike Caviezel showed off an in-game debug that allowed Turn 10 to tweak parameters related to the sound simulation realtime, allowing them to apply unique distortion models depends on the vehicle. He goes on to explain in <a href="http://www.gameaudiopodcast.com/?p=399">Game Audio Podcast #18</a> how the distortion effect was applied to the master bus for a vehicles engine component. </div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" margin-bottom:="">
The F1 series from Codemasters presents a bit of a “wild card” in comparison to the other racing games spotlighted. With the <span style="font-size: large;">engines of a formula one car often being refereed to as “the buzzing of a million mosquito's</span>” or “<a href="http://answers.yahoo.com/question/index?qid=20080910233337AAwymg6">a pack of wild bee's</a>” it's easy to spot the difference between them and the sound of rally cars. F1 2010 lead audio designer <a href="http://www.develop-online.net/features/1061/Heard-About-F1-2010">Mark Knight explains the technical implementation</a> behind the engine system:</div>
<blockquote class="tr_bq">
<div 0.5in="" 0in="" margin-bottom:="" margin-left:="">
“We use a fundamentally granular approach, analysing the constant pitch change of a rev sweep, and depending on how many cylinders in the engine work out how many cycles there are – with a cycle being an individual ‘grain’,” explains Codemasters lead audio designer Mark Knight. “If you need to play the sweep faster, you’re cutting out cylinders and if slower, you’re adding them. “Plus, we have a system to deal with timbral shift – a bit like those plugins that can shift a formant without changing the pitch and shift the pitch without changing the format. It’s a mixture of tech all in one package.”</div>
</blockquote>
<div 0in="" margin-bottom:="">
</div>
<div 0in="" margin-bottom:="">
The results of this technology are a smooth sounding engine simulation that capitalizes on the unique qualities of the Formula One engine model.<br />
<br />
<iframe allowfullscreen="" frameborder="0" height="300" mozallowfullscreen="" src="http://player.vimeo.com/video/26134932?color=ffffff" webkitallowfullscreen="" width="400"></iframe> </div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" margin-bottom:="">
Ultimately, the dramatic arc of engine sounds during the current generation boils down to the increased realism by minimizing synthetic pitching artifacts, introducing granular techniques, deep implementations of parametric DSP (including distortion), and a greater understanding of audio content needs.</div>
<div 0in="" margin-bottom:="">
<br /></div>
<div 0in="" margin-bottom:="">
<b>Post Engine Notes:</b></div>
<div 0in="" margin-bottom:="">
Another exciting technology that has been recently announced is <a href="http://crankcaseaudio.com/">Crakcase Audio's REV</a>, which attempts to put the power of vehicle simulation into an authoring application.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhitZSj6xnn5fwwKBNpY6AWn9XImKK4PSbkEusRHilosJF0lxu3LyTQJhsB504EEiYJ05xWeA_TT-rwIIQYtVItQe1oPnwK0vBcXMxkGkAzHRTgEs-Lh2n9I1YvUi1hyphenhyphenxZBnmoH_Q/s1600/Rev_Analysis.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="177" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhitZSj6xnn5fwwKBNpY6AWn9XImKK4PSbkEusRHilosJF0lxu3LyTQJhsB504EEiYJ05xWeA_TT-rwIIQYtVItQe1oPnwK0vBcXMxkGkAzHRTgEs-Lh2n9I1YvUi1hyphenhyphenxZBnmoH_Q/s320/Rev_Analysis.png" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Crankcase Audio's REV Analysis View</td></tr>
</tbody></table>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5BAyTUzb1NMPciz9SVhoOCZZF9i-XgzTLBAO8JLO3jOmEFjVgAlaM-n7hQFBhyphenhyphenyeSmM7xzo_F_nYFscjiuP0VXgC9kSFztVO8A_EUkT2q6XQmvZL6l32T2rX-2aXGkM04p1cvRg/s1600/Rev_Simulator.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="241" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5BAyTUzb1NMPciz9SVhoOCZZF9i-XgzTLBAO8JLO3jOmEFjVgAlaM-n7hQFBhyphenhyphenyeSmM7xzo_F_nYFscjiuP0VXgC9kSFztVO8A_EUkT2q6XQmvZL6l32T2rX-2aXGkM04p1cvRg/s320/Rev_Simulator.png" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Crankcase Audio's REV Simulator</td></tr>
</tbody></table>
</div>
<div 0in="" margin-bottom:="">
Also notable is <a href="http://www.2xlgames.com/">2XL Game's</a> <a href="http://www.2xlgames.com/#xlr8-1e8916">XLR8 technology</a> that uses a iDevice to <a href="http://www.modojo.com/reviews/ipad/xlr8/">augment the sound of your car</a> using the stereo. But is there a danger in turning <a href="http://toucharcade.com/2012/04/11/2xls-xlr8-isnt-a-game-but-it-makes-driving-feel-like-one/http://toucharcade.com/2012/04/11/2xls-xlr8-isnt-a-game-but-it-makes-driving-feel-like-one/http://toucharcade.com/2012/04/11/2xls-xlr8-isnt-a-game-but-it-makes-driving-feel-like-one/http://toucharcade.com/2012/04/11/2xls-xlr8-isnt-a-game-but-it-makes-driving-feel-like-one/http://toucharcade.com/2012/04/11/2xls-xlr8-isnt-a-game-but-it-makes-driving-feel-like-one/http://toucharcade.com/2012/04/11/2xls-xlr8-isnt-a-game-but-it-makes-driving-feel-like-one/">real life driving into a game</a>?<br />
<br />
Additionally, <a href="http://bigblockentertainment.yolasite.com/">DragFX</a> makes your car <a href="http://www.tracktimeaudio.com/?p=421">sound like a muscle car</a>.<br />
<h1>
</h1>
<a href="http://createdigitalmusic.com/2012/04/designing-the-sound-of-a-real-car-an-audi-from-silence-to-noise/" rel="bookmark" title="Permanent Link to Designing the Sound of a Real Car: An Audi, from Silence to Noise [Video]"> Designing the Sound of a Real Car: An Audi, from Silence to Noise</a><br />
<br />
<iframe allowfullscreen="" frameborder="0" height="300" src="http://www.youtube.com/embed/HoEDLvQZg5I?rel=0" width="400"></iframe> <br />
<h1>
</h1>
</div>
<br />
<a href="http://www.blogger.com/blogger.g?blogID=3035476&pli=1" name="SURFACE"></a><br />
<div 0in="" margin-bottom:="">
<a href="http://vimeo.com/26167871"><span style="text-decoration: none;"><span style="font-family: Arial;"><span style="font-size: medium;"><span style="font-style: normal;"><b><span style="background: none repeat scroll 0% 0% transparent;">SURFACE MATERIALS </span></b></span></span></span></span></a></div>
<div 0in="" auto="" margin-bottom:="" page-break-after:="" page-break-before:="">
</div>
<div 0in="" margin-bottom:="">
Similar to the advancements in tire squeals, surface material sound has progressed from single loops to the <span style="font-size: large;">fully realized four-tire-independent-dynamically-controlled and surface-dependent sound of travel and friction</span>. In the same way that footstep surfaces help connect the player to the world and sell the experience, tire surface materials have diversified to meet the needs of many different race track types. These surfaces need to be represented in many ways across the experience, from the sound of gravel spitting-up beneath the wheel well to the subtle differences between grass and dirt. These details fill in the experience and further fortify the reality of the world and create a richer experience for the player.</div>
<div 0in="" margin-bottom:="">
<br />
<iframe allowfullscreen="" frameborder="0" height="300" mozallowfullscreen="" src="http://player.vimeo.com/video/26167871?color=ffffff" webkitallowfullscreen="" width="400"></iframe><br />
<br /></div>
<div 0in="" margin-bottom:="">
The sound of a car tire's on any surface is like the icing on the cake of a tire simulation. Somewhat superfluous on tracks that feature only a single material, but nevertheless important in balancing out other aspects of the experience. Surface sounds support the indication of a less than optimal speed - if you're hearing <i>any</i> significant road noise, it's likely that you've veered off optimal path. While this is not necessarily true for games in the Dirt series (which prominently feature, well...dirt and other main surface materials on a single track) for any racing game centered around hot asphalt, clean lines, and fast cars, the sound of surface materials are an indication of failure. In this way it can be a punishing sound, only heard when precious seconds are being added to your lap time.<br />
<b><br />
</b><br />
<br />
<a href="http://www.blogger.com/blogger.g?blogID=3035476&pli=1" name="CAMERA"></a><br />
<div style="margin-bottom: 0in;">
<a href="http://vimeo.com/26144807"><span style="text-decoration: none;"><span style="font-family: Arial;"><span style="font-size: medium;"><span style="font-style: normal;"><b><span style="background: none repeat scroll 0% 0% transparent;">CAMERA PERSPECTIVES</span></b></span></span></span></span></a></div>
<div 0in="" auto="" margin-bottom:="" page-break-after:="" page-break-before:="">
</div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
The camera in racing games serves to enable the player with their preferred visual accompaniment to the driving experience. The accurate representation of sound in the various perspectives is accomplished through the use of DSP, Emitter Placement, and Mixing. Across the different titles it’s interesting to hear the different techniques being used to help root the player in each visual mode.<br />
<br />
<iframe allowfullscreen="" frameborder="0" height="300" mozallowfullscreen="" src="http://player.vimeo.com/video/26143039?color=ffffff" webkitallowfullscreen="" width="400"></iframe> <br />
<br />
<a href="http://www.blogger.com/blogger.g?blogID=3035476&pli=1" name="ENVIRONMENT"></a><br />
<div style="margin-bottom: 0in;">
<span style="font-size: large;"><a href="http://vimeo.com/26145971"><span style="text-decoration: none;"><span style="font-family: Arial;"><span style="font-size: medium;"><span style="font-style: normal;"><b><span style="background: none repeat scroll 0% 0% transparent;">ENVIRONMENTAL and DAMAGE</span></b></span></span></span></span></a></span></div>
<div 0in="" auto="" margin-bottom:="" page-break-after:="" page-break-before:="">
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
Dynamic Reverb, dynamic <a href="http://www.youtube.com/watch?v=gfDmmhlmTk4">damage</a>, dynamic environments. The one thing these all have in common is the fact that the dynamic aspect of each has a corresponding need to be represented with sound in order to complete the experience and feeling of being a part of the action. From the sound of your fading engine as you tear through a tunnel to the head on collision with the ballard, the visceral and subliminal sound brings you closer to an experience that few will ever have the chance to experience; and in the case of a high velocity impact, thankfully!<br />
<br />
The environmental sound of the world is something that has made great strides. With the increased CPU of current generation consoles, developers have been able to harness the potential for <span style="font-size: large;">realtime reverb in order to more accurately reflect the sound of confined or reflective spaces</span>. While the affects of reverb reflection may be difficult to detect in an open track race, we were able to find several examples across each of the games. From tunnels to skyskraper-lined city streets, warehouses to bridges, the diversity of reflective surfaces makes it clear that today's developers are moving closer to the representation of realistic environments.</div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
In an <a href="http://www.develop-online.net/features/660/AUDIO-SPECIAL-Heard-about-Blur">explanation of the environmental system of Blur</a> (an iteration of racing game from Bizarre Creations after the Project Gotham series) from "technical audio guru" Nick Bygrave:</div>
<blockquote class="tr_bq">
<div style="margin-bottom: 0in;">
“To make the car sound part of the world we have two systems. Firstly, we ray-trace into the world to obtain location and material properties, playing an appropriately delayed and filtered version of the car from the reflected image position. This is then mixed with a frequency domain verb for late reverberation – there are zones on the track tagged for different presets. This creates a simple but effective model of the changing environment, and gives the player useful game-play feedback. “</div>
</blockquote>
<div style="margin-bottom: 0in;">
</div>
<div style="margin-bottom: 0in;">
<a href="http://etiennedeleflie.net/2007/08/30/interview-with-simon-goodwin-of-codemasters-on-the-ps3-game-dirt-and-ambisonics/">Simon N Goodwin explains</a> the use – and difference between- reverbs on the PS3 vs. Xbox 360 versions of Dirt 3:</div>
<blockquote class="tr_bq">
<div style="margin-bottom: 0in;">
“There are six independent reverb units running in the PS3 version, versus two stereo ones on Xbox360. <span style="font-size: large;">These are not just for reflections in tunnels or when you get close to trackside objects – they works beautifully for reflections from other vehicles too</span>, and give exciting effects when the car goes out of control”</div>
</blockquote>
<div style="margin-bottom: 0in;">
</div>
<div style="margin-bottom: 0in;">
<iframe allowfullscreen="" frameborder="0" height="300" mozallowfullscreen="" src="http://player.vimeo.com/video/26145971?color=ffffff" webkitallowfullscreen="" width="400"></iframe> </div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
Also interesting to note with regards to not only environmental sounds but specifically playback of sound is Codemasters use of Ambisonics.</div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
In a quote from this <a href="http://theboar.org/games/2010/mar/3/interview-simon-goodwin-codemasters/">interview with Simon N Goodwin</a>:</div>
<blockquote class="tr_bq">
<div style="margin-bottom: 0in;">
“The technique we use in our games, called “Ambisonics”, means that we can use all the speakers in order to guide sounds. You can use speakers on one side of the listener to guide sounds into intermediate positions between the speakers on the other side. So all of the speakers are working together in order to give you what’s called a “sound field”. Now we can place a sound convincingly at any point around the listener.”</div>
</blockquote>
<br />
<div style="margin-bottom: 0in;">
<a href="http://www.blogger.com/blogger.g?blogID=3035476&pli=1" name="UI"></a><br />
<div style="margin-bottom: 0in;">
<a href="http://vimeo.com/26112251"><span style="text-decoration: none;"><span style="font-family: Arial;"><span style="font-size: medium;"><span style="font-style: normal;"><b><span style="background: none repeat scroll 0% 0% transparent;">USER INTERFACE</span></b></span></span></span></span></a></div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
The user interface in any game serves as a hub around which the wheel of gameplay turns. <span style="font-size: large;">At best it is an iconic representation of the experience</span> that serves the design choices and aesthetic, both visually and through navigation. As a player, it's your first opportunity to interface with a new experience and in some cases defines what is to come once you transition to play. </div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
The majority of racing games aim to make their menu system as communicative as possible. Anyone working to create <a href="http://www.vanseodesign.com/web-design/dieter-rams-good-design/">good design</a> knows that this is no easy pursuit. The clearest example of a clean aesthetic comes in the form of the menu's in the Forza series (and to a similar extent in Dirt3). The antiseptic hospital-white background coupled with surgically-sharp text melds seamlessly with the upbeat-almost-edgy electronic music from Lance Hayes (DJDM) and serves as a window into what's to come. </div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
In a <a href="http://www.tracktimeaudio.com/?p=411">recent interview with Track Time Audio</a>, Forza 4's Creative Audio Director Nick Wiswell says:</div>
<blockquote class="tr_bq">
<div style="margin-bottom: 0in;">
“<span style="font-size: large;">UI should be a Zen place, the calm in between the storms of racing.</span> We wanted to really push the aggression on track with the new car audio, so making sure the UI was a breathing spot between races became even more crucial this time. ” </div>
</blockquote>
<div style="margin-bottom: 0in;">
Accentuating this contrast was the goal of creating a “dirtier” engine sound than what was used in previous iterations (see Engine Sounds). </div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
Other examples of the WYSIWYG menu design perform similarly, attempting to imbue their menu's with a feel that attempts to mirror the in-game experience. The Need for Speed: Shift series angles for a more dramatic vibe throughout - the intention seemingly to keep your adrenaline pumping, nerves on edge, in preparation for the next impending race. This runs parallel to their intended over-the-top racing experience and is further reflected in the addition of “Unleashed” to the title of NFS:S2.<br />
<br />
In contrast, the down-tempo smooth jazz styling of Gran Tourismo 5 aims for a different audience and experience altogether. After slipping into the menu <span style="font-size: large;">I immediately felt much older than my years - this felt like an experience aimed at a mid-life-crisis</span> early adopter cross section of PS3 owners who bought in for the shiny piece of kit to be prominently displayed in their living room. Visually it looks like a retro-dated Xbox Live menu scheme and includes the ability to zoom in and out making sure that geezers don't have to squint to make things out. UI sounds are percussively synthetic and vacillates between fanfare, high frequency beeps, and something akin to magic? You can probably tell, this is not a UI that I felt defined “me” as a virtual race car driver.</div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
The folks at Codemasters have been experimenting with something a bit different in the way they present their introduction to the user experience. Beginning with Dirt 2 (and subsequently branching to their, then, newly acquired F1 license) they introduced a sort of storyline that utilized a traveling trailer as the user interface hub around which a series of racing, prizes, and celebrity sightings followed. Entering the trailer gives you access to the world map, races and setup, while the crowd sound outside the trailer is low pass filtered appropriately. Stepping outside releases the filter on crowd noise and, after selecting your vehicle for the race, uses an iconic photographing motif to transition you out of the interface and into the load screen. It would seem that their grand attempt at straddling the line between pure racer and story-driven game in the Dirt series was short lived, as Dirt 3 returns to form with a slick new menu driven interface. The F1 series maintains the same "trailer" approach, adding in the pit/ garage as a place to tune your vehicle and eventually begin the race.<br />
<br />
<div style="margin-bottom: 0in;">
<iframe allowfullscreen="" frameborder="0" height="300" mozallowfullscreen="" src="http://player.vimeo.com/video/26112251?color=ffffff" webkitallowfullscreen="" width="400"></iframe> </div>
</div>
<br />
<h3>
Conclusion</h3>
It's been a wild ride. Thanks to the man-on-the-street perspective of David Nichols from <a href="http://www.tracktimeaudio.com/">Track Time Audio</a>, my education in racing games has extended outside of the confines of the living room and onto the kart track. Along the way I've had the pleasure to engage professional racing game audio enthusiasts in <a href="http://www.gameaudiopodcast.com/?p=399">conversations</a> surrounding their pursuits of passion.It would be great to hear any further insight, please feel free to continue the discussion in the comments.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi9hxo5SSKOXbpRy0ypRgCaYWTCheSzFw9PxtwbB4V92ZOUe6s2xdvkuxLTU9ZOxPTy4XNExAGPGD9YJDKg6HjYau52orzylUINWNXhKKmnFj0ZiTEroE8ug5fBwuvd946fHeLFZQ/s1600/RaceCarGuys.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="291" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi9hxo5SSKOXbpRy0ypRgCaYWTCheSzFw9PxtwbB4V92ZOUe6s2xdvkuxLTU9ZOxPTy4XNExAGPGD9YJDKg6HjYau52orzylUINWNXhKKmnFj0ZiTEroE8ug5fBwuvd946fHeLFZQ/s400/RaceCarGuys.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Damian & David</td></tr>
</tbody></table>
<br />
<br /></div>
<div style="margin-bottom: 0in;">
<br /></div>
</div>
<br /></div>
</div>
lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-73121302438461401932012-04-18T09:30:00.000-07:002012-04-18T09:30:15.696-07:00Dynamite: Sound Effects - The Voices Behind The Scenes<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhX0Rv2tEzGYj9kUyvqy6oXki3iCC4qdBhOfHGJ8vsJ_fZFN2DE8_sQE5l1_qnDnIhi8kplTkA-vyfqR-JWfdforAkdoCLphCnNdBBwOR7UvDUbWhLYzqW8eJ_LOo8oF4akb1JGWg/s1600/Dynamite_Header.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="232" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhX0Rv2tEzGYj9kUyvqy6oXki3iCC4qdBhOfHGJ8vsJ_fZFN2DE8_sQE5l1_qnDnIhi8kplTkA-vyfqR-JWfdforAkdoCLphCnNdBBwOR7UvDUbWhLYzqW8eJ_LOo8oF4akb1JGWg/s400/Dynamite_Header.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">DYNAMITE!</td></tr>
</tbody></table>
This one is definitly showing my age, but I came across a stack of Dynamite and Hot Dog magazine from my youth and pulled this article which is a charming puff-piece on voice acting in cartoons way back in the 80's. Between brief introductions of Mel Blanc and Casey Kasem there is the talent of Frank Welker who voiced seven of the Transformers (including Megatron), a couple of Muppet Babies, and Uni the Unicorn from (personal favorite) Dungeons and Dragons. Read on for nostalgic doses of Hulk Hogan, Gobots, and Super Friends.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjwZuWqWGrd-ksdOCKXmb3k_BbEwmrDfVNf8K6l6982RSQI9z30eInEPfR-RFomqz5yDgHWLXeU0OHfoW73qSjeyPe86IhSyAh6QYupHYcjGV_iA-zHGbgwTECboMFeYBRQ36khkw/s1600/Dynamite_SoundEffects-TheVoicesBehindTheScenes_01.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjwZuWqWGrd-ksdOCKXmb3k_BbEwmrDfVNf8K6l6982RSQI9z30eInEPfR-RFomqz5yDgHWLXeU0OHfoW73qSjeyPe86IhSyAh6QYupHYcjGV_iA-zHGbgwTECboMFeYBRQ36khkw/s320/Dynamite_SoundEffects-TheVoicesBehindTheScenes_01.png" width="234" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhxMNLOYVR9OWkZUF24CDQ8IYszEwYLRT1ZRTG48nc1eqBftJ-7wD-nIubh_EqOeNafE8CzNhGq2rAnEz-i6JLrErI3WnBttQ837FVGHnMwBZpoa0qH2qwYlFu1Zi1ZAbsKsqJI4A/s1600/Dynamite_SoundEffects-TheVoicesBehindTheScenes_02.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhxMNLOYVR9OWkZUF24CDQ8IYszEwYLRT1ZRTG48nc1eqBftJ-7wD-nIubh_EqOeNafE8CzNhGq2rAnEz-i6JLrErI3WnBttQ837FVGHnMwBZpoa0qH2qwYlFu1Zi1ZAbsKsqJI4A/s320/Dynamite_SoundEffects-TheVoicesBehindTheScenes_02.png" width="231" /></a></div>
<br />
Also, be sure to check out "I Know That Voice" when it comes out!<br />
<br />
<iframe allowfullscreen="" frameborder="0" height="233" src="http://www.youtube.com/embed/xivQ6_gu3W8?rel=0" width="400"></iframe><br />
<br />lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-20785923075136811032012-04-18T09:03:00.000-07:002012-04-18T09:03:42.831-07:00Please allow me to introduce myself<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="http://www.waste.org/lostchocolatelab/images/header/GameAudio_Kastbauer.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="212" src="http://www.waste.org/lostchocolatelab/images/header/GameAudio_Kastbauer.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Report released maniac thorough study of the racing game sound effects!</td></tr>
</tbody></table>
I do a pretty good job of keeping things somewhat abstract around here, aside from some passionate outpourings and occasional <a href="http://yfrog.com/obmpiydj">nonsense</a>. I've never really given a ton of backstory on my site, other than the obscure stab at a statement-of-intent on the home page. However, I recently had the chance to speak with some friends about what it is I get up to and how I got about doing it.<br />
<br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhe6uYKX7nIjhfcZ8S9opIgPQQvdc1iZVp9V6s5EmKdBp9idBsEtft0FdAaMD9t25G-D7eFBIUQbgsSUUJE7bkvbMDV_VN7N5vakVkFiXaeRukP2EOq-X3tsSvFUL8c80f8Xvs2Dg/s1600/adbad_kastbauer.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="196" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhe6uYKX7nIjhfcZ8S9opIgPQQvdc1iZVp9V6s5EmKdBp9idBsEtft0FdAaMD9t25G-D7eFBIUQbgsSUUJE7bkvbMDV_VN7N5vakVkFiXaeRukP2EOq-X3tsSvFUL8c80f8Xvs2Dg/s400/adbad_kastbauer.jpg" width="400" /></a></div>
<br />
First off, <a href="http://www.gamasutra.com/blogs/HenrikNamark/20120417/168620/35_Interview_With_Ariel_Gross.php">Ariel Gross</a> (who I've taken to calling the <a href="http://twitpic.com/9ayoue">Woody</a> <a href="http://twitpic.com/9ayov4">Allen</a> of <a href="http://twitpic.com/9ayonx">Game Audio</a>)
put together a comedy filled romp in the swamp during a conversation we
had about technical sound design and what it is that I get up to
(beside deciding which dashiki to wear).<br />
<br />
<br />
<div style="text-align: center;">
<a href="http://www.altdevblogaday.com/2012/04/10/technical-sound-design-an-interview-with-damian-kastbauer/">#AltDevBlogADay - Technical Sound Design: An Interview with Damian Kastbauer</a></div>
<br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgFXRTUmpHGkAW7J16kwvqqxA2j81OLs7jAHTj7IQm1Ymvs16pTNRPtzHGsNDFfAHegT9jiNJJSk3mZ2AAtiBMNkCzjBpSqZibOK4sC0HdsphEK5_KOxiH8kAUH4f5ZWbY_8Lgl_g/s1600/3x5_kastbauer.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="196" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgFXRTUmpHGkAW7J16kwvqqxA2j81OLs7jAHTj7IQm1Ymvs16pTNRPtzHGsNDFfAHegT9jiNJJSk3mZ2AAtiBMNkCzjBpSqZibOK4sC0HdsphEK5_KOxiH8kAUH4f5ZWbY_8Lgl_g/s400/3x5_kastbauer.jpg" width="400" /></a></div>
<br />
Then, as luck would have it, <a href="http://pic.twitter.com/I7a6sbqv">George Hufnagl</a> @grhufnagl extended an opportunity for me to wax-poetical as part of his recently relaunched <a href="http://hufnagl.blogspot.se/">3X5 series</a> over at <a href="http://creatingsound.com/">Creating Sound</a>.<br />
<br />
<div style="text-align: center;">
<a href="http://creatingsound.com/2012/04/3x5-interview-with-damian-kastbauer-aka-lost-chocolate-lab/"><span class="newsTitle">3×5 Interview With Damian Kastbauer (aka Lost Chocolate Lab)</span> </a></div>
<br /><br />
Usually content to let an air of mystery surround the true meaning of Lost Chocolate Lab (or is it Lost CHOCOLATE Lab?), these interviews coupled with a <a href="http://www.gameaudiopodcast.com/?p=345">shared outpouring of origin stories</a> amount to more than you ever wanted to know about me and my thang.<br />
<br />
If that wasn't enough, some of you may have noticed that I've taken over the reins of the Aural Fixations column in Game Developer Magazine from Jesse Harlin. I'm having a ton of fun trying to tap the universal <a href="https://twitter.com/#%21/search/%23gameaudio">#GameAudio</a> consciousness and bring <a href="http://gameaudiorelevance.iasig.org/">relevance</a> to the conversations going on across the industry.<br />
<br />
Couple this with a super secret sprawling technical document, a racing game sound study, and hustling like the freelancer I am to line up the next gig doing technical sound design, and it all adds up to a ton of writing. A good friend once told me that he writes because he needs to, and in the spirit of that I'm going to keep on writing!<br />
<br />
Y'all be sure to call me on any bullshit that might come down the pipe, I'm not immune to putting my foot in it. Thanks for taking the time to dig what I'm putting out there.<br />
<br />lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-78039465310571345852012-04-04T13:36:00.000-07:002013-05-21T08:36:21.513-07:00Racing Game Sound Study - Pending<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjuYwpZ2HSTISC3fAw1LMu6Hs_tbqz72pSxoHdZSWmv3DOMsHilrF8hCrbfOqY-naRMFv3J5mXr_WaO0eBQjsSjC0NhLO-vZaDQyqAHaVWWEqbBhBWpslSzKz3YC_Mbz_mC9DM7hw/s1600/All_Logo.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="253" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjuYwpZ2HSTISC3fAw1LMu6Hs_tbqz72pSxoHdZSWmv3DOMsHilrF8hCrbfOqY-naRMFv3J5mXr_WaO0eBQjsSjC0NhLO-vZaDQyqAHaVWWEqbBhBWpslSzKz3YC_Mbz_mC9DM7hw/s400/All_Logo.png" width="400" /></a></div>
<br />
<br />
Wrapping up the last few bits of the Racing Game Sound Study.<br />
Until then, here's a bit of history put together by my sound study co-conspiritor David Nichols from <a href="http://www.tracktimeaudio.com/">Track Time Audio</a>.<br />
<br />
<iframe allowfullscreen="" frameborder="0" height="281" mozallowfullscreen="" src="http://player.vimeo.com/video/31683043?color=ffffff" webkitallowfullscreen="" width="400"></iframe> <br />
<br />
Oh, did we mention having recorded a podcast as part of our research?<br />
Don't go looking for it yet, media blitz pending!<br />
<br />
Tease,<br />
-lcllostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-55614434095738874352012-02-28T11:09:00.002-08:002012-03-27T12:54:03.833-07:00#GameAudioGDC Party Calendar #GDC #GDC2012<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgJ7CgM7YlKtVf-OCeX-02zZhAoX_ZNOcytNjZS4-_v4eFL7thF-xrE7KtraRK5P-6tBn5R1YuTdA6YdV-gJjj_-rTkGF-InyVEpFokpCuareK68pduwYfv4a5hEANeguWAKgr5uA/s1600/kai_nani_hawaii_seagull_02_01.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgJ7CgM7YlKtVf-OCeX-02zZhAoX_ZNOcytNjZS4-_v4eFL7thF-xrE7KtraRK5P-6tBn5R1YuTdA6YdV-gJjj_-rTkGF-InyVEpFokpCuareK68pduwYfv4a5hEANeguWAKgr5uA/s400/kai_nani_hawaii_seagull_02_01.jpg" width="400" /></a></div><br />
It's HAPPENING!<br />
<br />
This will be a breath of fresh air after too long in the chair.<br />
Looking forward to new and old friends.<br />
<br />
Can you find Lost Chocolate Lab? (hint: look for the beard!)<br />
<br />
Aside from the Main GDC and lurking in the hallways, I might make it to some of these fine events:<br />
<br />
EDIT: It's OVER...see you next year!<br />
<br />
Also, be sure to check out the recently released Game Audio Podcast for deeper insight into this years conference proceedings: <a href="http://www.gameaudiopodcast.com/?p=373">Game Audio Podcast #16 – GDC 2012</a> <br />
<br />
See you there!lostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-3641895199692312422012-01-17T21:08:00.000-08:002015-02-25T09:45:31.828-08:00Flashback: GDC 2006 G.A.N.G. Meetup<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img alt="" height="300" src="data:image/png;base64,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" style="margin-left: auto; margin-right: auto;" width="400" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Life moves pretty fast. If you don't stop and look around once in a while, you could miss it</td><td class="tr-caption" style="text-align: center;"></td><td class="tr-caption" style="text-align: center;">.</td></tr>
</tbody></table>
2012 marks Six years since my first GDC.<br />
Want to know what it was like my first time?<br />
You could read about it here: <a href="http://www.wildfiregames.com/0ad/page.php?p=9851">Conclusions from GDC 2006 </a><br />
<br />
Here's a video I shot at an informal G.A.N.G. meetup at <a href="http://www.peggysues.com/">Peggy Sue's</a> in San Jose.<br />
If you were there, or terribly quick, you might see these people in the video from the beginning:<br />
<br />
Jason Hayes<br />
Christopher Tin<br />
John Rodd<br />
Dave Steinwedel<br />
Jesse Harlin<br />
Alex Wilmer<br />
Leonard Paul<br />
<br />
...and a million others.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<iframe allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/ZVToIjTmoRs" width="420"></iframe></div>
<br />
<br />
Remembering with fondness the friends I made that year who continue to inspire me in their work.<br />
Looking forward to more memories after this years conference.<br />
<br />
See you there!<br />
-lcllostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0tag:blogger.com,1999:blog-3035476.post-18665586290579084612011-12-16T11:45:00.000-08:002011-12-16T11:46:34.593-08:00Article Grab - The View is Incredible<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgD-TSIlUtbuEx-Bxpdvmnxn_Nlt8qrPS3b18OgXtggIqeuJiGRpMGbrIFOsRjh8fDcwErdjYyG7_GCSSA6dBh0Vp5Omclp3hLqUcdbdlYoO29oIR0PVuezDbvrvGfvWfOUeIp0tw/s1600/LabDeskWIP2.JPG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="265" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgD-TSIlUtbuEx-Bxpdvmnxn_Nlt8qrPS3b18OgXtggIqeuJiGRpMGbrIFOsRjh8fDcwErdjYyG7_GCSSA6dBh0Vp5Omclp3hLqUcdbdlYoO29oIR0PVuezDbvrvGfvWfOUeIp0tw/s400/LabDeskWIP2.JPG" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">wip view from the new desk</td></tr>
</tbody></table>
Sometimes it feels like the more you write, the more you write. But maybe I'm just saying that because I seem to have found myself all rolled up into a binge of black and white text lately that makes the idea of an everything milkshake sound like a good idea. While helplessly buried under a deluge of non-sequiters, hopeless metaphors, and witty gestural stabs that no one will get, I often turn to the writing of others to help prop up my feeble attempts and grand gesticulations.<br />
<br />
Couple this with a fascination I've stumbled on recently for uncovering the secrets of game audio through the articles of yesteryear viewed through the filter of time from scattered corners of the internet, and within the many boxes of antique magazines I recently unpacked here at the new Kastle Kastbauer. Rather than dull the fine luster of these stone tablets of wisdom resurrected from the pressed pages of dead trees with my unwieldy commentary, I leave you to peruse the pontifications of others in area's of interactive audio from bygone era.<br />
<br />
1994 Electronic Musician - Big Game Hunting<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgWqBkEqsFyUnYVft0QpnK17qJkfgcAbSTJ1a9fi1jKGVRSRtZFNsdohSX98xhiYDPs4Ee6Sef-psV7dKeYP0JvGs42Tkx_ibkBn3nmgYF0FiIQclTHTMzWiBq0JGC_fxmcQ-T8eQ/s1600/ElectronicMusician_1994_BigGame_01.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgWqBkEqsFyUnYVft0QpnK17qJkfgcAbSTJ1a9fi1jKGVRSRtZFNsdohSX98xhiYDPs4Ee6Sef-psV7dKeYP0JvGs42Tkx_ibkBn3nmgYF0FiIQclTHTMzWiBq0JGC_fxmcQ-T8eQ/s200/ElectronicMusician_1994_BigGame_01.jpg" width="148" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhanYEZWpYk55vPTXkzQGXzbu7XWcwtvLpqeWMsB57ZQgryEX56GU5SiqM_wQtJrKOod61TYdQc_vZ3sqg6iqnbISRddCDG62ksSl649vE6RM1BQDeU8avC75WbR7ViLzF6QRQ7qA/s1600/ElectronicMusician_1994_BigGame_02.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhanYEZWpYk55vPTXkzQGXzbu7XWcwtvLpqeWMsB57ZQgryEX56GU5SiqM_wQtJrKOod61TYdQc_vZ3sqg6iqnbISRddCDG62ksSl649vE6RM1BQDeU8avC75WbR7ViLzF6QRQ7qA/s200/ElectronicMusician_1994_BigGame_02.jpg" width="143" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgfo0hjm1MFgDNlc5PXB9g2fHXZcXzsJm_j7-uT5N-f-scrM7ITAUm1-8cedZ5aoJOatEijfLlOd0y_McBTH0QSKh3DVCerY9XiQiH5n_PcVcHwq5vidZrfhRF3F69PkUbL6VGoYA/s1600/ElectronicMusician_1994_BigGame_03.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgfo0hjm1MFgDNlc5PXB9g2fHXZcXzsJm_j7-uT5N-f-scrM7ITAUm1-8cedZ5aoJOatEijfLlOd0y_McBTH0QSKh3DVCerY9XiQiH5n_PcVcHwq5vidZrfhRF3F69PkUbL6VGoYA/s200/ElectronicMusician_1994_BigGame_03.jpg" width="137" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhxYEKttKgifPOsruIvgRe95cV3EwJs40qZlYna-OXmZDGvqL7EpqhmjEBt9KNnT5z3o68PgW1n9siJFnCkGNzKPLLPeSjSu5LLmI99LRDj-3UDLZIHFrsvgmDupl8ge-dXEHlAIQ/s1600/ElectronicMusician_1994_BigGame_04.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhxYEKttKgifPOsruIvgRe95cV3EwJs40qZlYna-OXmZDGvqL7EpqhmjEBt9KNnT5z3o68PgW1n9siJFnCkGNzKPLLPeSjSu5LLmI99LRDj-3UDLZIHFrsvgmDupl8ge-dXEHlAIQ/s200/ElectronicMusician_1994_BigGame_04.jpg" width="144" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgIxwqzabZ2JThdhLkRWXRw2Bdi2PbwqJFY64518m6WHSDTnK8ctHctwYsT_pJanKbJF_CLp49nDaWOwhJ6epT8im6KMqmhdXD_1m-Bn7whTxOuoUedZRRknotHtbP6V2cCFDqH9A/s1600/ElectronicMusician_1994_BigGame_05.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgIxwqzabZ2JThdhLkRWXRw2Bdi2PbwqJFY64518m6WHSDTnK8ctHctwYsT_pJanKbJF_CLp49nDaWOwhJ6epT8im6KMqmhdXD_1m-Bn7whTxOuoUedZRRknotHtbP6V2cCFDqH9A/s200/ElectronicMusician_1994_BigGame_05.jpg" width="139" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiEgwpqMDi3uE86RpeAKKPO-gBBhxWi6OtYKE3vJxV2ib-PQHjnlnuXEH-oAYlwXNf6M_ptZ-oBnqs1O62kEXesi4QLwmytuSxFtBI3xnqOg4E8XmC666nPN32Vlycx2lZuW8iahQ/s1600/ElectronicMusician_1994_BigGame_06.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiEgwpqMDi3uE86RpeAKKPO-gBBhxWi6OtYKE3vJxV2ib-PQHjnlnuXEH-oAYlwXNf6M_ptZ-oBnqs1O62kEXesi4QLwmytuSxFtBI3xnqOg4E8XmC666nPN32Vlycx2lZuW8iahQ/s200/ElectronicMusician_1994_BigGame_06.jpg" width="146" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhmH9qvVR3CBlITe8RWVjg1bak7GkIpTN1YkOnKnxEftMugLUDO9wtmnJTg0WNfPj_ki1mVLEXXNrQUUayrxQE3iBtUHEbtNjydsiBjJpOQt2rO2oANTK0QjFWk8-ecqyN-XCuh3Q/s1600/ElectronicMusician_1994_BigGame_07.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhmH9qvVR3CBlITe8RWVjg1bak7GkIpTN1YkOnKnxEftMugLUDO9wtmnJTg0WNfPj_ki1mVLEXXNrQUUayrxQE3iBtUHEbtNjydsiBjJpOQt2rO2oANTK0QjFWk8-ecqyN-XCuh3Q/s200/ElectronicMusician_1994_BigGame_07.jpg" width="136" /></a></div>
<br />
1995 Mix Magazine: Multimedia Frontiers - Interview Scott Gershin<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgZBE5H3e49OmiuyBx0uPYMQw1D3WKfVHx-YJNLJRR4IGSnHWawkHuRjMe_jFKrGFKtwt3-rKyxB3rsk_B0wBnewOKw4xaM00hvCb2YryPmPdibvGRls7x_X9oCVbVFkuwPljCrhg/s1600/Mix_1995_GershinQA_03.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgZBE5H3e49OmiuyBx0uPYMQw1D3WKfVHx-YJNLJRR4IGSnHWawkHuRjMe_jFKrGFKtwt3-rKyxB3rsk_B0wBnewOKw4xaM00hvCb2YryPmPdibvGRls7x_X9oCVbVFkuwPljCrhg/s200/Mix_1995_GershinQA_03.jpg" width="136" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEivecqiVNNq4ZAu3sbfygEHQeanYeUd6CS0F42M7Hfjm_3Nyxty60gUPASazkNVin6LlkupWiIHkFqYbKjQy0A-yTxvcerHwMzswsTz15YQ5HMxJKRljY0b_bHvjM8udwYi352Hrg/s1600/Mix_1995_GershinQA_04.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEivecqiVNNq4ZAu3sbfygEHQeanYeUd6CS0F42M7Hfjm_3Nyxty60gUPASazkNVin6LlkupWiIHkFqYbKjQy0A-yTxvcerHwMzswsTz15YQ5HMxJKRljY0b_bHvjM8udwYi352Hrg/s200/Mix_1995_GershinQA_04.jpg" width="141" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEizJgziBSY7WLaa-oipxwyKiQccjKL75ud3rY2lpIXCvDeMYltydQqoPbAc8-UO4AEHAzyf4GEca5QeXCuxJQLuDZH8NUYtyjpgm4MDp6KJq3cbhHlVm7QxT5FkqJ7ImTF68TsrBg/s1600/Mix_1995_GershinQA_05.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEizJgziBSY7WLaa-oipxwyKiQccjKL75ud3rY2lpIXCvDeMYltydQqoPbAc8-UO4AEHAzyf4GEca5QeXCuxJQLuDZH8NUYtyjpgm4MDp6KJq3cbhHlVm7QxT5FkqJ7ImTF68TsrBg/s200/Mix_1995_GershinQA_05.jpg" width="147" /></a></div>
<br />
2007 Mix Magazine - Interview Scott Gershin<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhMNRH0hzQyvmRs85072kED1matn0EGN7Zdh-cDOztE1gJMEwpye_GBBxyOyek0HK4MyLQkPB0CKlDLRg4_vFTw3NSC-Ud4LhuTxFsa13N14eha4aWWy1OwBDOhWmD5h9ldqifiEA/s1600/Mix_2007_GershinQA_02.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhMNRH0hzQyvmRs85072kED1matn0EGN7Zdh-cDOztE1gJMEwpye_GBBxyOyek0HK4MyLQkPB0CKlDLRg4_vFTw3NSC-Ud4LhuTxFsa13N14eha4aWWy1OwBDOhWmD5h9ldqifiEA/s200/Mix_2007_GershinQA_02.jpg" width="135" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjbEo65MQkzeE698U-hSsTqgAGYI36Ok-ZWhyG5j6jM461fwTKUk9LvTWNf-lepFHPFTM-ps22XegFyn_P9f1oE5IOI3XGNcZehJu8YmeJl-udTVxQKLMmxmKOyOZniFtcLSUnWiw/s1600/Mix_2007_GershinQA_03.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjbEo65MQkzeE698U-hSsTqgAGYI36Ok-ZWhyG5j6jM461fwTKUk9LvTWNf-lepFHPFTM-ps22XegFyn_P9f1oE5IOI3XGNcZehJu8YmeJl-udTVxQKLMmxmKOyOZniFtcLSUnWiw/s200/Mix_2007_GershinQA_03.jpg" width="140" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhHba7sYuXPGajTT6-mYgUfz7zi6OkNM60g8KXxzqV8nm9-mxk6B4c86Ihz4a2TGMbRkTwXB9whc4aYZ1xLxchCFXqN9pX_8nJiYTuWiLVS62ds0er-7E7UPnS_ONTnaVe_9hDSog/s1600/Mix_2007_GershinQA_04.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhHba7sYuXPGajTT6-mYgUfz7zi6OkNM60g8KXxzqV8nm9-mxk6B4c86Ihz4a2TGMbRkTwXB9whc4aYZ1xLxchCFXqN9pX_8nJiYTuWiLVS62ds0er-7E7UPnS_ONTnaVe_9hDSog/s200/Mix_2007_GershinQA_04.jpg" width="141" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgmsPQMqUXsNzwvG288fqJk6WUu9Pbxb1rnRPcmfUHU30Jtgeh3udXunja3kJ_JPDYhyNYZ9SVHFY4KZszdUQUukHNHrYVpkIU2grEptFjNhg9hoa6prCz360TJVbKKjKr4KwRQzQ/s1600/Mix_2007_GershinQA_05.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgmsPQMqUXsNzwvG288fqJk6WUu9Pbxb1rnRPcmfUHU30Jtgeh3udXunja3kJ_JPDYhyNYZ9SVHFY4KZszdUQUukHNHrYVpkIU2grEptFjNhg9hoa6prCz360TJVbKKjKr4KwRQzQ/s200/Mix_2007_GershinQA_05.jpg" width="145" /></a></div>
<br />
May your perspective on these ancient tomes allow you to decipher their message and allow you bring back the fruits of your labor to share with us all and lift up game audio on high with your generosity this holiday season and throughout the new year!<br />
<br />
-lcldingdonglostlabhttp://www.blogger.com/profile/00686146616803735575noreply@blogger.com0