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Kevin Wilson

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He is a Software Engineer at Google, where he works on audio content analysis, with applications to speech acoustic modeling and audio event detection. From 2006 to 2010, he worked on multimedia content analysis as a Member Technical Staff in the Mitsubishi Electric Research Lab.

Papers59 papers

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Unsupervised Sound Separation Using Mixture Invariant Training

Scott Wisdom,Efthymios Tzinis,Hakan Erdogan,Ron J. Weiss,Kevin W. Wilson,John R. Hershey

NeurIPS, (2020)

EIBibtex

Unsupervised Speech Separation Using Mixtures of Mixtures

Scott Wisdom, Efthymios Tzinis, Hakan Erdogan,Ron J Weiss,Kevin Wilson, John R Hershey

(2020)

Bibtex

VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition

Quan Wang, Ignacio Lopez Moreno, Mert Saglam,Kevin Wilson, Alan Chiao, Renjie Liu, Yanzhang He, Wei Li, Jason Pelecanos, Marily Nika,Alexander Gruenstein

INTERSPEECH, pp.2677-2681, (2020)

EIBibtex

Unsupervised Sound Separation Using Mixture Invariant Training

Scott Wisdom,Efthymios Tzinis,Hakan Erdogan,Ron J. Weiss,Kevin Wilson,John R. Hershey

NIPS 2020, (2020)

Cited by4Bibtex

Universal Sound Separation

Ilya Kavalerov,Scott Wisdom,Hakan Erdogan, Brian Patton,Kevin W. Wilson,Jonathan Le Roux,John R. Hershey

CoRR, (2019): 175-179

Cited by38EIBibtex

Differentiable Consistency Constraints for Improved Deep Speech Enhancement

Scott Wisdom,John R. Hershey,Kevin W. Wilson,Jeremy Thorpe, Michael Chinen, Brian Patton, Rif A. Saurous

international conference on acoustics, speech, and signal processing, (2019)

Cited by25EIBibtex

Alternating Between Spectral and Spatial Estimation for Speech Separation and Enhancement

Wang Zhong-Qiu,Wisdom Scott,Wilson Kevin,Hershey John R.

Bibtex

Screening for gestational diabetes in twin pregnancies

K Wilson, S Wisdom

BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY, no. SUPnan (2019): 45-45

Bibtex

VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking

Quan Wang, Hannah Muckenhirn,Kevin W. Wilson, Prashant Sridhar, Zelin Wu,John R. Hershey, Rif A. Saurous,Ron J. Weiss, Ye Jia, Ignacio Lopez-Moreno

arXiv: Audio and Speech Processing, (2019): 2728-2732

Cited by91EIBibtex

Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation

Ariel Ephrat,Inbar Mosseri, Oran Lang,Tali Dekel,Kevin Wilson,Avinatan Hassidim,William T. Freeman,Michael Rubinstein

ACM Trans. Graph., no. 4 (2018): 112

Cited by245EIBibtex

Exploring Tradeoffs in Models for Low-Latency Speech Enhancement

Kevin W. Wilson, Michael Chinen,Jeremy Thorpe, Brian Patton,John R. Hershey, Rif A. Saurous,Jan Skoglund,Richard F. Lyon

IWAENC, (2018): 366-370

Cited by1EIBibtex

AVA-Speech: A Densely Labeled Dataset of Speech Activity in Movies

Sourish Chaudhuri, Joseph Roth,Daniel P. W. Ellis,Andrew Gallagher, Liat Kaver, Radhika Marvin,Caroline Pantofaru, Nathan Reale, Loretta Guarino Reid,Kevin W. Wilson, Zhonghua Xi

Interspeech, (2018)

Cited by8EIBibtex

Acoustic Modeling for Google Home

Bo Li,Tara N. Sainath,Arun Narayanan, Joe Caroselli,Michiel Bacchiani,Ananya Misra,Izhak Shafran,Hasim Sak, Golan Pundak,Kean K. Chin,Khe Chai Sim,Ron J. Weiss

INTERSPEECH, pp.399-403, (2017)

Cited by113EIBibtex

Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition

Tara N. Sainath,Ron J. Weiss,Kevin W. Wilson,Bo Li,Arun Narayanan,Ehsan Variani,Michiel Bacchiani,Izhak Shafran,Andrew Senior, Kean Chin,Ananya Misra,Chanwoo Kim

IEEE/ACM Transactions on Audio, Speech, and Language Processing, no. 5 (2017): 965-979

Cited by127EIWOSBibtex

Raw Multichannel Processing Using Deep Neural Networks

Tara N. Sainath,Ron J. Weiss,Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani,Bo Li, Ehsan Variani,Izhak Shafran, Andrew W. Senior,Kean K. Chin, Ananya Misra, Chanwoo Kim

New Era for Robust Speech Recognition, Exploiting Deep Learning, pp.105-133, (2017)

Cited by13EIBibtex

CNN Architectures for Large-Scale Audio Classification

Shawn Hershey,Sourish Chaudhuri,Daniel P. W. Ellis,Jort F. Gemmeke,Aren Jansen,R. Channing Moore,Manoj Plakal, Devin Platt, Rif A. Saurous, Bryan Seybold,Malcolm Slaney,Ron J. Weiss

ICASSP, (2017)

Cited by841EIBibtex

Neural Network Adaptive Beamforming for Robust Multichannel Speech Recognition

Bo Li,Tara N. Sainath,Ron J. Weiss,Kevin W. Wilson,Michiel Bacchiani

INTERSPEECH, pp.1976-1980, (2016)

Cited by80EIBibtex

Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction

Tara N. Sainath,Arun Narayanan,Ron J. Weiss,Ehsan Variani,Kevin W. Wilson,Michiel Bacchiani,Izhak Shafran

INTERSPEECH, pp.1971-1975, (2016)

Cited by13EIBibtex

AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech

Brian Patton, Yannis Agiomyrgiannakis, Michael Terry,Kevin W. Wilson, Rif A. Saurous, D. Sculley

arXiv: Computation and Language, (2016)

Cited by16EIBibtex

Factored spatial and spectral multichannel raw waveform CLDNNs

Tara N. Sainath,Ron J. Weiss,Kevin W. Wilson,Arun Narayanan,Michiel Bacchiani

ICASSP, pp.5075-5079, (2016)

Cited by67EIBibtex

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