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Boundary and Context Aware Training for CIF-based Non-Autoregressive End-to-end ASR


Apr 10, 2021
Fan Yu, Haoneng Luo, Pengcheng Guo, Yuhao Liang, Zhuoyuan Yao, Lei Xie, Yingying Gao, Leijing Hou, Shilei Zhang

* 5 pages,4 figures 

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The Accented English Speech Recognition Challenge 2020: Open Datasets, Tracks, Baselines, Results and Methods


Feb 20, 2021
Xian Shi, Fan Yu, Yizhou Lu, Yuhao Liang, Qiangze Feng, Daliang Wang, Yanmin Qian, Lei Xie

* Accepted by ICASSP 2021 

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WeNet: Production First and Production Ready End-to-End Speech Recognition Toolkit


Feb 02, 2021
Binbin Zhang, Di Wu, Chao Yang, Xiaoyu Chen, Zhendong Peng, Xiangming Wang, Zhuoyuan Yao, Xiong Wang, Fan Yu, Lei Xie, Xin Lei

* 5 pages, 2 figures, 4 tables 

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AsymptoticNG: A regularized natural gradient optimization algorithm with look-ahead strategy


Jan 16, 2021
Zedong Tang, Fenlong Jiang, Junke Song, Maoguo Gong, Hao Li, Fan Yu, Zidong Wang, Min Wang

* 9 pages, 4 figures 

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Unified Streaming and Non-streaming Two-pass End-to-end Model for Speech Recognition


Dec 10, 2020
Binbin Zhang, Di Wu, Zhuoyuan Yao, Xiong Wang, Fan Yu, Chao Yang, Liyong Guo, Yaguang Hu, Lei Xie, Xin Lei


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Eigenvalue-corrected Natural Gradient Based on a New Approximation


Nov 27, 2020
Kai-Xin Gao, Xiao-Lei Liu, Zheng-Hai Huang, Min Wang, Shuangling Wang, Zidong Wang, Dachuan Xu, Fan Yu


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A Trace-restricted Kronecker-Factored Approximation to Natural Gradient


Nov 21, 2020
Kai-Xin Gao, Xiao-Lei Liu, Zheng-Hai Huang, Min Wang, Zidong Wang, Dachuan Xu, Fan Yu


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TensorOpt: Exploring the Tradeoffs in Distributed DNN Training with Auto-Parallelism


Apr 16, 2020
Zhenkun Cai, Kaihao Ma, Xiao Yan, Yidi Wu, Yuzhen Huang, James Cheng, Teng Su, Fan Yu


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