CASIA OpenIR

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Syllable-Based Acoustic Modeling with CTC for Multi-Scenarios Mandarin speech recognition 会议论文
, Rio de Janeiro, Brazil, 8-13, July, 2018
Authors:  Zhao YY(赵媛媛);  Linhao Dong;  Shuang Xu;  Bo Xu;  Yuanyuan Zhao
View  |  Adobe PDF(98Kb)  |  Favorite  |  View/Download:202/73  |  Submit date:2018/06/13
Multi-scenarios  Context-independent  Syllable-based Modeling  Mandarin Speech Recognition  Layer Normalization  
基于循环神经网络的声学建模方法研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  赵媛媛
Adobe PDF(4227Kb)  |  Favorite  |  View/Download:93/9  |  Submit date:2018/06/13
声学建模  循环神经网络  多维残差学习  词打散  改进的低帧率模型  多场景中文语音识别  
Multilingual Recurrent Neural Networks with Residual Learning for Low-Resource Speech Recognition 会议论文
Interspeech, Stockholm, 2017
Authors:  Shiyu Zhou;  Yuanyuan Zhao;  Shuang Xu;  Bo Xu
View  |  Adobe PDF(269Kb)  |  Favorite  |  View/Download:136/23  |  Submit date:2017/09/20
Lstm  Multilingual Speech Recognition  Low-resource  Residual Learning  Shared-hidden-layer  
Word-level Permutation and Improved Lower Frame Rate for RNN-Based Acoustic Modeling 会议论文
iconip2017, Guangzhou, China, November 14-18, 2017
Authors:  Yuanyuan Zhao;  Shiyu Zhou;  Shuang Xu;  Bo Xu
View  |  Adobe PDF(513Kb)  |  Favorite  |  View/Download:147/48  |  Submit date:2017/09/20
Rnn-based Acoustic Model  Acoustic Trajectory  Lower Frame Rate  Word-level Permutation  
Investigating Gated Recurrent Neural Networks for Acoustic Modeling 会议论文
, Tianjin, China, October 17-20
Authors:  Zhao, Yuanyuan;  Li, Jie;  Xu, Shuang;  Xu, Bo;  Yuanyuan Zhao
View  |  Adobe PDF(198Kb)  |  Favorite  |  View/Download:59/15  |  Submit date:2018/01/03
Gated Recurrent Neural Networks  Long Short-term Memory Unit  Gated Recurrent Neural Networks  Long Short-term Memory Projected Unit  
Multidimensional Residual Learning Based on Recurrent Neural Networks for Acoustic Modeling 会议论文
, San Francisco, USA, September 8-12
Authors:  Zhao, Yuanyuan;  Xu, Shuang;  Xu, Bo;  Yuanyuan Zhao
View  |  Adobe PDF(298Kb)  |  Favorite  |  View/Download:90/31  |  Submit date:2018/01/03
Acoustic Modeling  Multidimensional Residual Learning  Long Short-term Memory Block  Row Convolution Layer  
End-to-end Language Identification using Attention-based Recurrent Neural Networks 会议论文
InterSpeech2016, San Francisco, USA, 2016.9.8-2016.9.12
Authors:  Wang Geng;  Wenfu Wang;  Yuanyuan Zhao;  Xinyuan Cai;  Bo Xu;  Cai Xinyuan
View  |  Adobe PDF(610Kb)  |  Favorite  |  View/Download:154/47  |  Submit date:2016/10/28
Language Identification  End-to-end Training  Attention