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Universal Paralinguistic Speech Representations Using Self-Supervised Conformers


Oct 09, 2021
Joel Shor, Aren Jansen, Wei Han, Daniel Park, Yu Zhang


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BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition


Oct 01, 2021
Yu Zhang, Daniel S. Park, Wei Han, James Qin, Anmol Gulati, Joel Shor, Aren Jansen, Yuanzhong Xu, Yanping Huang, Shibo Wang, Zongwei Zhou, Bo Li, Min Ma, William Chan, Jiahui Yu, Yongqiang Wang, Liangliang Cao, Khe Chai Sim, Bhuvana Ramabhadran, Tara N. Sainath, Françoise Beaufays, Zhifeng Chen, Quoc V. Le, Chung-Cheng Chiu, Ruoming Pang, Yonghui Wu

* 14 pages, 7 figures, 13 tables; v2: minor corrections, reference baselines and bibliography updated 

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Comparing Supervised Models And Learned Speech Representations For Classifying Intelligibility Of Disordered Speech On Selected Phrases


Jul 08, 2021
Subhashini Venugopalan, Joel Shor, Manoj Plakal, Jimmy Tobin, Katrin Tomanek, Jordan R. Green, Michael P. Brenner

* Accepted at INTERSPEECH 2021 

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Towards Learning a Universal Non-Semantic Representation of Speech


Mar 02, 2020
Joel Shor, Aren Jansen, Ronnie Maor, Oran Lang, Omry Tuval, Felix de Chaumont Quitry, Marco Tagliasacchi, Ira Shavitt, Dotan Emanuel, Yinnon Haviv


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Personalizing ASR for Dysarthric and Accented Speech with Limited Data


Jul 31, 2019
Joel Shor, Dotan Emanuel, Oran Lang, Omry Tuval, Michael Brenner, Julie Cattiau, Fernando Vieira, Maeve McNally, Taylor Charbonneau, Melissa Nollstadt, Avinatan Hassidim, Yossi Matias

* 5 pages 

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Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron


Mar 24, 2018
RJ Skerry-Ryan, Eric Battenberg, Ying Xiao, Yuxuan Wang, Daisy Stanton, Joel Shor, Ron J. Weiss, Rob Clark, Rif A. Saurous


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Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis


Mar 23, 2018
Yuxuan Wang, Daisy Stanton, Yu Zhang, RJ Skerry-Ryan, Eric Battenberg, Joel Shor, Ying Xiao, Fei Ren, Ye Jia, Rif A. Saurous


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Spatially adaptive image compression using a tiled deep network


Feb 07, 2018
David Minnen, George Toderici, Michele Covell, Troy Chinen, Nick Johnston, Joel Shor, Sung Jin Hwang, Damien Vincent, Saurabh Singh

* International Conference on Image Processing 2017 

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Uncovering Latent Style Factors for Expressive Speech Synthesis


Nov 01, 2017
Yuxuan Wang, RJ Skerry-Ryan, Ying Xiao, Daisy Stanton, Joel Shor, Eric Battenberg, Rob Clark, Rif A. Saurous

* Submitted to NIPS ML4Audio workshop and ICASSP 

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Full Resolution Image Compression with Recurrent Neural Networks


Jul 07, 2017
George Toderici, Damien Vincent, Nick Johnston, Sung Jin Hwang, David Minnen, Joel Shor, Michele Covell

* Updated with content for CVPR and removed supplemental material to an external link for size limitations 

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Target-Quality Image Compression with Recurrent, Convolutional Neural Networks


May 18, 2017
Michele Covell, Nick Johnston, David Minnen, Sung Jin Hwang, Joel Shor, Saurabh Singh, Damien Vincent, George Toderici


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Improved Lossy Image Compression with Priming and Spatially Adaptive Bit Rates for Recurrent Networks


Mar 29, 2017
Nick Johnston, Damien Vincent, David Minnen, Michele Covell, Saurabh Singh, Troy Chinen, Sung Jin Hwang, Joel Shor, George Toderici


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