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Quantization enabled Privacy Protection in Decentralized Stochastic Optimization


Aug 07, 2022
Yongqiang Wang, Tamer Basar

* Accepted to IEEE Transactions on Automatic Control as a full paper. arXiv admin note: text overlap with arXiv:2205.03884 

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Decentralized Stochastic Optimization with Inherent Privacy Protection


May 08, 2022
Yongqiang Wang, H. Vincent Poor

* Accepted as a full paper to IEEE Transactions on Automatic Control 

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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

* Submitted to Interspeech 2022 

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BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition


Oct 01, 2021
Yu Zhang, Daniel S. Park, Wei Han, James Qin, Anmol Gulati, Joel Shor, Aren Jansen, Yuanzhong Xu, Yanping Huang, Shibo Wang, Zongwei Zhou, Bo Li, Min Ma, William Chan, Jiahui Yu, Yongqiang Wang, Liangliang Cao, Khe Chai Sim, Bhuvana Ramabhadran, Tara N. Sainath, Françoise Beaufays, Zhifeng Chen, Quoc V. Le, Chung-Cheng Chiu, Ruoming Pang, Yonghui Wu

* 14 pages, 7 figures, 13 tables; v2: minor corrections, reference baselines and bibliography updated 

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Streaming Attention-Based Models with Augmented Memory for End-to-End Speech Recognition


Nov 03, 2020
Ching-Feng Yeh, Yongqiang Wang, Yangyang Shi, Chunyang Wu, Frank Zhang, Julian Chan, Michael L. Seltzer

* IEEE Spoken Language Technology Workshop 2021 

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Streaming Simultaneous Speech Translation with Augmented Memory Transformer


Oct 30, 2020
Xutai Ma, Yongqiang Wang, Mohammad Javad Dousti, Philipp Koehn, Juan Pino


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Transformer in action: a comparative study of transformer-based acoustic models for large scale speech recognition applications


Oct 29, 2020
Yongqiang Wang, Yangyang Shi, Frank Zhang, Chunyang Wu, Julian Chan, Ching-Feng Yeh, Alex Xiao

* submitted to ICASSP2021 

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Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition


Oct 29, 2020
Yangyang Shi, Yongqiang Wang, Chunyang Wu, Ching-Feng Yeh, Julian Chan, Frank Zhang, Duc Le, Mike Seltzer

* 5 pages, 2 figures, submitted to ICASSP 2021 

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