{"id":162755,"date":"2012-02-08T00:00:00","date_gmt":"2012-02-08T00:00:00","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/msr-research-item\/optimizing-kinect-audio-and-acoustics\/"},"modified":"2020-06-04T14:52:05","modified_gmt":"2020-06-04T21:52:05","slug":"optimizing-kinect-audio-and-acoustics","status":"publish","type":"msr-research-item","link":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/optimizing-kinect-audio-and-acoustics\/","title":{"rendered":"Optimizing Kinect: Audio and Acoustics (keynote)"},"content":{"rendered":"<div class=\"asset-content\">\n<p>The engineering is almost always trade-offs between controversial requirements. Important role in finding the best design solutions under such requirements play the methods of mathematical optimization. Properly defined optimization criterion and constraints convert these mathematical methods to solvers of real engineering problems. The talk will cover the approaches for optimizing the acoustical design and the algorithms in the audio pipeline of Kinect \u2013 the bestselling electronic device in the history of mankind as recorded in the Guinness Book or Records. This is the first industrial product with surround sound echo cancellation, hands-free sound capture and speech recognition for distances up to 3.5 meters, and the first open microphone device which doesn\u2019t need push-to-talk button to start the speech recognition. It wouldn\u2019t be successful without pushing the acoustical design and the algorithms to their limits using optimization methods.<\/p>\n<\/div>\n<p><!-- .asset-content --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The engineering is almost always trade-offs between controversial requirements. Important role in finding the best design solutions under such requirements play the methods of mathematical optimization. Properly defined optimization criterion and constraints convert these mathematical methods to solvers of real engineering problems. The talk will cover the approaches for optimizing the acoustical design and the [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"msr-content-type":[3],"msr-research-highlight":[],"research-area":[13551,13554],"msr-publication-type":[193716],"msr-product-type":[],"msr-focus-area":[],"msr-platform":[],"msr-download-source":[],"msr-locale":[268875],"msr-post-option":[],"msr-field-of-study":[],"msr-conference":[],"msr-journal":[],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-162755","msr-research-item","type-msr-research-item","status-publish","hentry","msr-research-area-graphics-and-multimedia","msr-research-area-human-computer-interaction","msr-locale-en_us"],"msr_publishername":"University of California - San 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