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Low-rank Gradient Approximation For Memory-Efficient On-device Training of Deep Neural Network

Jan 24, 2020
Mary Gooneratne, Khe Chai Sim, Petr Zadrazil, Andreas Kabel, Françoise Beaufays, Giovanni Motta


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Personalization of End-to-end Speech Recognition On Mobile Devices For Named Entities

Dec 14, 2019
Khe Chai Sim, Françoise Beaufays, Arnaud Benard, Dhruv Guliani, Andreas Kabel, Nikhil Khare, Tamar Lucassen, Petr Zadrazil, Harry Zhang, Leif Johnson, Giovanni Motta, Lillian Zhou


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An Investigation Into On-device Personalization of End-to-end Automatic Speech Recognition Models

Sep 14, 2019
Khe Chai Sim, Petr Zadrazil, Françoise Beaufays


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Streaming End-to-end Speech Recognition For Mobile Devices

Nov 15, 2018
Yanzhang He, Tara N. Sainath, Rohit Prabhavalkar, Ian McGraw, Raziel Alvarez, Ding Zhao, David Rybach, Anjuli Kannan, Yonghui Wu, Ruoming Pang, Qiao Liang, Deepti Bhatia, Yuan Shangguan, Bo Li, Golan Pundak, Khe Chai Sim, Tom Bagby, Shuo-yiin Chang, Kanishka Rao, Alexander Gruenstein


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Toward domain-invariant speech recognition via large scale training

Aug 16, 2018
Arun Narayanan, Ananya Misra, Khe Chai Sim, Golan Pundak, Anshuman Tripathi, Mohamed Elfeky, Parisa Haghani, Trevor Strohman, Michiel Bacchiani


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Understanding Recurrent Neural State Using Memory Signatures

Feb 11, 2018
Skanda Koppula, Khe Chai Sim, Kean Chin

* Accepted to 2018 IEEE International Conference on Acoustics, Speech and Signal Processing 

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