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speechdenoising.html
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<!DOCTYPE html>
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<head>
<title>Igor's Site</title>
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<li role=""><a href="index.html">Home</a></li>
<li class="dropdown active">
<a href="#" data-toggle="dropdown" class="dropdown-toggle" class="active">Research <b class="caret"></b></a>
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<li ><a href="research.html" class="active">Overview</a></li>
<li><a href="mmsbl.html">Multimodal Sparse Bayesian Dictionary Learning Applied to Multimodal Data Classification</a></li>
<li><a href="facerecognition.html">Robust Bayesian Simultaneous Block Sparse Signal Recovery with Applications to Face Recognition</a></li>
<li><a href="nmf.html">Unified Bayesian Approach to Non-Negative Matrix Factorization</a></li>
<li><a href="rsbl.html">Rectified Sparse Bayesian Learning</a></li>
<li class="active"><a href="speechdenoising.html">Speech Denoising Headset</a></li>
<li><a href="DepthVideoCompression.html">Kinect Depth Video Compression for Action Recognition</a></li>
<li><a href="Construction.html">Construction Worker Activity Recognition Using RGB-D Videos</a></li>
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<h1> Igor Fedorov </h1>
<div class="container row-md-4">
<div class="container col-md-12 col-sm-12 row-md-offset-2">
<h2>Speech Denoising Headset </h2>
The goal of this project is to develop a real-time, end-to-end speech denoising headset. The headset is able to denoise noisy speech signals in real-time using a microphone array positioned around the headset. The microphone array performs a mixture of multi-channel and single-channel speech enhancement algorithms.
</div>
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<h3>Collaborators </h3>
This work is being done under the supervision of Prof. Bhaskar Rao and Prof. Truong Nguyen, with funding provided by Korea Electronics Technology Institute. The project is a collaboration between myself, Ritwik Giri, Dr. Harinath Garudadri, Chinghua Lee, Alican Nalci, and Nasim Radmanesh.
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<h3>Real-time Demo</h3>
<img src="demo_image.jpg" class="img-responsive">
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<h3> Relevant Publications </h3>
<ul class="list-unstyled">
<li>
<em><b>I. Fedorov</em></b>, R. Giri, C. Lee, A. Nalci, N. Radmanesh, S. Gadiyaram, B.D. Rao, T.Q. Nguyen, H. Garudadri,<a href="report.pdf"> "Hearing Protection and Communication In the Presence of Extreme Industrial Noise."</a><em> Technical Report, 2015.</em>
</li>
</h4></li>
</ul>
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