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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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Improving Confidence Estimation on Out-of-Domain Data for End-to-End Speech Recognition



Qiujia Li , Yu Zhang , David Qiu , Yanzhang He , Liangliang Cao , Philip C. Woodland

* Submitted to ICASSP 2022 

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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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Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction



David Qiu , Yanzhang He , Qiujia Li , Yu Zhang , Liangliang Cao , Ian McGraw

* Submitted to Interspeech 2021 

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Learning Word-Level Confidence For Subword End-to-End ASR



David Qiu , Qiujia Li , Yanzhang He , Yu Zhang , Bo Li , Liangliang Cao , Rohit Prabhavalkar , Deepti Bhatia , Wei Li , Ke Hu , Tara N. Sainath , Ian McGraw

* To appear in ICASSP 2021 

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Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition



Qiujia Li , David Qiu , Yu Zhang , Bo Li , Yanzhang He , Philip C. Woodland , Liangliang Cao , Trevor Strohman

* Submitted to ICASSP 2021 

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Probabilistic Clustering Using Maximal Matrix Norm Couplings



David Qiu , Anuran Makur , Lizhong Zheng

* Presented at 56th Annual Allerton Conference on Communication, Control, and Computing, 2018 

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