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UserLibri: A Dataset for ASR Personalization Using Only Text


Jul 02, 2022
Theresa Breiner, Swaroop Ramaswamy, Ehsan Variani, Shefali Garg, Rajiv Mathews, Khe Chai Sim, Kilol Gupta, Mingqing Chen, Lara McConnaughey

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* Accepted for publication in Interspeech 2022. 9 total pages with appendix, 9 total tables, 5 total figures 

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Large-scale ASR Domain Adaptation using Self- and Semi-supervised Learning


Oct 13, 2021
Dongseong Hwang, Ananya Misra, Zhouyuan Huo, Nikhil Siddhartha, Shefali Garg, David Qiu, Khe Chai Sim, Trevor Strohman, Fran├žoise Beaufays, Yanzhang He

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* ICASSP 2022 submitted, 5 pages, 2 figures, 5 tables 

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Large-scale ASR Domain Adaptation by Self- and Semi-supervised Learning


Oct 01, 2021
Dongseong Hwang, Ananya Misra, Zhouyuan Huo, Nikhil Siddhartha, Shefali Garg, David Qiu, Khe Chai Sim, Trevor Strohman, Fran├žoise Beaufays, Yanzhang He

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* ICASSP 2022 submitted, 5 pages, 2 figures, 5 tables 

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Incremental Layer-wise Self-Supervised Learning for Efficient Speech Domain Adaptation On Device


Oct 01, 2021
Zhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Fran├žoise Beaufays

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* 5 pages 

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Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment


Jul 01, 2019
Hemant Pugaliya, Karan Saxena, Shefali Garg, Sheetal Shalini, Prashant Gupta, Eric Nyberg, Teruko Mitamura

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