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Rupak Vignesh Swaminathan

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His work focuses on the research and development of compressing deep learning models, specifically speech recognition models for Amazon&#39;s Echo family of devices. Before joining Amazon in 2018, he was a graduate student at the Georgia Tech Center for Music Technology, focusing on music informatics and developing algorithms for tasks such as vocal-background separation, lyrics to audio alignment, etc. Prior to moving to the United States, he worked as a research assistant at the Indian Institute of Technology Madras working on Text-to-Speech systems in multiple Indian languages."/> <!-- Mobile Metas --> <meta name="viewport" content="width=device-width, minimum-scale=1.0, maximum-scale=1.0, user-scalable=no"> <!-- GLOBAL MANDATORY STYLES --> <link href='https://fonts.googleapis.com/css?family=Roboto:100,400,700,500,300,300italic' rel='stylesheet' type='text/css'> <link href='https://fonts.googleapis.com/css?family=Droid+Serif:400,400italic,700,700italic' rel='stylesheet' type='text/css'> <link href="../../Scripts/Computing/plugins/bootstrap/css/bootstrap.min.css" rel="stylesheet" type="text/css"/> <link 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class="row"> <div class="heading-v1"> <h1 class="heading-v1-title">Profile</h1> </div> <div class="col-md-12"> <div class="col-md-2"> <img class="img-responsive" src="/Computing/Thumbnail/ece57558-ae69-400e-b694-f394a1441f65" alt="Rupak Vignesh Swaminathan" width="200" height="200"> </div> <div class="col-md-10"> <h3>Rupak Vignesh Swaminathan</h3> <p><i>Amazon.com</i></p> <p>Domain of Research: Machine Learning, Artificial Intelligence, Speech and Audio, Natural Language Processing</p> <p class="thumb-desc">Rupak Vignesh is an Applied Scientist at Amazon&#39;s Alexa Speech division at Pittsburgh, USA. His work focuses on the research and development of compressing deep learning models, specifically speech recognition models for Amazon&#39;s Echo family of devices. Before joining Amazon in 2018, he was a graduate student at the Georgia Tech Center for Music Technology, focusing on music informatics and developing algorithms for tasks such as vocal-background separation, lyrics to audio alignment, etc. Prior to moving to the United States, he worked as a research assistant at the Indian Institute of Technology Madras working on Text-to-Speech systems in multiple Indian languages.</p> </div> </div> </div> </div> <!--========== FOOTER ==========--> <footer id="footer" class="footer"> <div class="container"> <div class="row margin-b-50"> <div class="col-sm-6 sm-margin-b-30"> <!-- Address --> <div class="footer-address"> <h3 class="footer-title">Computing Conference 2025</h3> <p class="footer-address-text">19-20 June 2025</p> <p class="footer-address-text">London, United Kingdom</p> <a class="footer-address-link" href="/cdn-cgi/l/email-protection#670408090102150209040227130f0214060e49081500"><span class="__cf_email__" data-cfemail="4b2824252d2e392e25282e0b3f232e382a226524392c">[email&#160;protected]</span></a><br /> <a class="footer-address-link" href="/Conferences/Terms">Terms and Conditions</a> | <a class="footer-address-link" href="/Conferences/CodeofConduct">Code of Conduct</a> | <a class="footer-address-link" href="/Conferences/DEI">Diversity, Equity, and Inclusion Policy</a> </div> <!-- Address --> </div> <div class="col-sm-6"> <!-- Testimonials --> <!-- End Testimonials --> </div> </div> <!-- end row --> </div> </footer> <!--========== END FOOTER ==========--> </div> <!-- END WRAPPER --> <!-- Back To Top --> <a href="javascript:void(0);" class="js-back-to-top back-to-top-theme"></a> <!-- End Back To Top --> <!--========== JAVASCRIPTS(Load javascripts at bottom, this will reduce page load time) ==========--> <!-- CORE PLUGINS --> <!--[if lt IE 9]> <script src="../../Scripts/Computing/plugins/html5shiv.js"></script> <script src="../../Scripts/Computing/plugins/respond.min.js"></script> <![endif]--> <script data-cfasync="false" src="/cdn-cgi/scripts/5c5dd728/cloudflare-static/email-decode.min.js"></script><script type="text/javascript" src="../../Scripts/Computing/plugins/jquery.migrate.min.js"></script> <script type="text/javascript" src="../../Scripts/Computing/plugins/bootstrap/js/bootstrap.min.js"></script> <!-- END CORE PLUGINS --> <!-- PAGE LEVEL PLUGINS --> <script type="text/javascript" src="../../Scripts/Computing/plugins/jquery.back-to-top.js"></script> <script type="text/javascript" src="../../Scripts/Computing/plugins/jquery.smooth-scroll.js"></script> <script type="text/javascript" src="../../Scripts/Computing/plugins/jquery.animsition.min.js"></script> <script type="text/javascript" src="../../Scripts/Computing/plugins/scrollbar/jquery.mCustomScrollbar.concat.min.js"></script> <script type="text/javascript" src="../../Scripts/Computing/plugins/jquery.wow.min.js"></script> <script type="text/javascript" src="../../Scripts/Computing/plugins/magnific-popup/jquery.magnific-popup.min.js"></script> <!-- END PAGE LEVEL PLUGINS --> <!-- PAGE LEVEL SCRIPTS --> <script type="text/javascript" src="../../Scripts/Computing/scripts//app.js"></script> <script type="text/javascript" src="../../Scripts/Computing/scripts/components/header-sticky.js"></script> <script type="text/javascript" src="../../Scripts/Computing/scripts/components/animsition.js"></script> <script type="text/javascript" src="../../Scripts/Computing/scripts/components/scrollbar.js"></script> <script type="text/javascript" src="../../Scripts/Computing/scripts/components/form-modal.js"></script> <script type="text/javascript" src="../../Scripts/Computing/scripts/components/wow.js"></script> <script type="text/javascript" src="../../Scripts/Computing/scripts/components/magnific-popup.js"></script> <!-- Google Ads Conversion Code --> <script> window.addEventListener("message", function(event) { if (event.origin != "https://submit.jotform.com") return; 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