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Knowledge distillation for fast and accurate DNA sequence correction


Nov 17, 2022
Anastasiya Belyaeva, Joel Shor, Daniel E. Cook, Kishwar Shafin, Daniel Liu, Armin Töpfer, Aaron M. Wenger, William J. Rowell, Howard Yang, Alexey Kolesnikov, Cory Y. McLean, Maria Nattestad, Andrew Carroll, Pi-Chuan Chang

* Learning Meaningful Representations of Life, NeurIPS 2022 workshop oral paper 

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The Need for Medically Aware Video Compression in Gastroenterology


Nov 02, 2022
Joel Shor, Nick Johnston

* Medical Imaging Meets NeurIPS Workshop 2022, NeurIPS 2022 

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TRILLsson: Distilled Universal Paralinguistic Speech Representations


Mar 20, 2022
Joel Shor, Subhashini Venugopalan

* Submitted to Interspeech 2022 

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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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