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E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR


Apr 22, 2022
W. Ronny Huang, Shuo-yiin Chang, David Rybach, Rohit Prabhavalkar, Tara N. Sainath, Cyril Allauzen, Cal Peyser, Zhiyun Lu

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Unsupervised Data Selection via Discrete Speech Representation for ASR


Apr 05, 2022
Zhiyun Lu, Yongqiang Wang, Yu Zhang, Wei Han, Zhehuai Chen, Parisa Haghani

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* Submitted to Interspeech 2022 

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Improving the fusion of acoustic and text representations in RNN-T


Jan 25, 2022
Chao Zhang, Bo Li, Zhiyun Lu, Tara N. Sainath, Shuo-yiin Chang

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* Paper to appear at ICASSP 2022 

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


Oct 08, 2021
Zhiyun Lu, Yanwei Pan, Thibault Doutre, Liangliang Cao, Rohit Prabhavalkar, Chao Zhang, Trevor Strohman

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Exploring Targeted Universal Adversarial Perturbations to End-to-end ASR Models


Apr 06, 2021
Zhiyun Lu, Wei Han, Yu Zhang, Liangliang Cao

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* Submitted to INTERSPEECH 2021 

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Improving Streaming Automatic Speech Recognition With Non-Streaming Model Distillation On Unsupervised Data


Oct 22, 2020
Thibault Doutre, Wei Han, Min Ma, Zhiyun Lu, Chung-Cheng Chiu, Ruoming Pang, Arun Narayanan, Ananya Misra, Yu Zhang, Liangliang Cao

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Uncertainty Estimation with Infinitesimal Jackknife, Its Distribution and Mean-Field Approximation


Jun 13, 2020
Zhiyun Lu, Eugene Ie, Fei Sha

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Speech Sentiment Analysis via Pre-trained Features from End-to-end ASR Models


Nov 21, 2019
Zhiyun Lu, Liangliang Cao, Yu Zhang, Chung-Cheng Chiu, James Fan

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Hyper-parameter Tuning under a Budget Constraint


Feb 01, 2019
Zhiyun Lu, Chao-Kai Chiang, Fei Sha

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Kernel Approximation Methods for Speech Recognition


Jan 13, 2017
Avner May, Alireza Bagheri Garakani, Zhiyun Lu, Dong Guo, Kuan Liu, Aurélien Bellet, Linxi Fan, Michael Collins, Daniel Hsu, Brian Kingsbury, Michael Picheny, Fei Sha

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