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Lookup-Table Recurrent Language Models for Long Tail Speech Recognition


Apr 09, 2021
W. Ronny Huang, Tara N. Sainath, Cal Peyser, Shankar Kumar, David Rybach, Trevor Strohman

* Submitted to Interspeech 2021 

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Improving Tail Performance of a Deliberation E2E ASR Model Using a Large Text Corpus


Aug 25, 2020
Cal Peyser, Sepand Mavandadi, Tara N. Sainath, James Apfel, Ruoming Pang, Shankar Kumar


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Improving Proper Noun Recognition in End-to-End ASR By Customization of the MWER Loss Criterion


May 19, 2020
Cal Peyser, Tara N. Sainath, Golan Pundak


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A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency


Mar 28, 2020
Tara N. Sainath, Yanzhang He, Bo Li, Arun Narayanan, Ruoming Pang, Antoine Bruguier, Shuo-yiin Chang, Wei Li, Raziel Alvarez, Zhifeng Chen, Chung-Cheng Chiu, David Garcia, Alex Gruenstein, Ke Hu, Minho Jin, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirko Visontai, Yonghui Wu, Yu Zhang, Ding Zhao

* In Proceedings of IEEE ICASSP 2020 

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Improving Performance of End-to-End ASR on Numeric Sequences


Jul 01, 2019
Cal Peyser, Hao Zhang, Tara N. Sainath, Zelin Wu


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