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A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes



Shaojin Ding , Weiran Wang , Ding Zhao , Tara N. Sainath , Yanzhang He , Robert David , Rami Botros , Xin Wang , Rina Panigrahy , Qiao Liang , Dongseong Hwang , Ian McGraw , Rohit Prabhavalkar , Trevor Strohman

* Submitted to INTERSPEECH 2022 

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Improving Rare Word Recognition with LM-aware MWER Training



Weiran Wang , Tongzhou Chen , Tara N. Sainath , Ehsan Variani , Rohit Prabhavalkar , Ronny Huang , Bhuvana Ramabhadran , Neeraj Gaur , Sepand Mavandadi , Cal Peyser , Trevor Strohman , Yanzhang He , David Rybach

* In submission to INTERSPEECH 2022 

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Pseudo Label Is Better Than Human Label



Dongseong Hwang , Khe Chai Sim , Zhouyuan Huo , Trevor Strohman

* 6 pages, 2 figures, 9 tables, submitted to INTERSPEECH 

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Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition



W. Ronny Huang , Cal Peyser , Tara N. Sainath , Ruoming Pang , Trevor Strohman , Shankar Kumar


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



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

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

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Input Length Matters: An Empirical Study Of RNN-T And MWER Training For Long-form Telephony Speech Recognition



Zhiyun Lu , Yanwei Pan , Thibault Doutre , Liangliang Cao , Rohit Prabhavalkar , Chao Zhang , Trevor Strohman


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Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition



Tsendsuren Munkhdalai , Khe Chai Sim , Angad Chandorkar , Fan Gao , Mason Chua , Trevor Strohman , Fran├žoise Beaufays

* 5 pages, 3 figures, 3 tables 

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



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

* 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



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

* 5 pages 

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