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EXPLOITING SPECTRO-TEMPORAL STRUCTURES USING NMF FOR DNN-BASED SUPERVISED SPEECH SEPARATION 会议论文
, Shanghai, China, Mar. 20-25, 2016
Authors:  Shuai Nie;  Shan Liang;  Hao Li;  XueLiang Zhang;  ZhanLei Yang;  WenJu Liu;  LiKe Dong
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EXPLOITING SPECTRO-TEMPORAL STRUCTURES USING NMF FOR DNN-BASED SUPERVISED SPEECH SEPARATION 会议论文
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shang Hai, China, 2016
Authors:  Shuai, Nie;  Shan, Liang;  Hao, Li;  XueLiang, Zhang;  ZhanLei, Yang;  WenJu, Liu;  LiKe, Dong
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Speech Separation  Deep Neural Network  Nonnegative Matrix Factorization  Spectro-temporal Structures  
Improving Deep Neural Networks Based Multi-Accent Mandarin Speech Recognition Using I-Vectors and Accent-Specific Top Layer 会议论文
, Dresden, Germany, Sept. 6-10 2015
Authors:  Mingming Chen;  Zhanlei Yang;  Jizhong Liang;  Yanpeng Li;  Wenju Liu
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Improving Deep Neural Networks Using Softplus Units 会议论文
IJCNN, Ireland, 2015
Authors:  Hao Zheng;  Zhanlei Yang;  Wenju Liu;  Jizhong Liang;  Yanpeng Li
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Softplus  Dropout  Deep Neural Networks  Timit  
Attribute Knowledge Integration for Speech Recognition Based on Multi-task Learning Neural Networks 会议论文
INTERSPEECH, Dresden, Germany, 2015
Authors:  Hao Zheng;  Zhanlei Yang;  Liwei Qiao;  Jianping Li;  Wenju Liu
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Multi-task Learning  Automatic Attribute Transcription  Deep Neural Networks  
Latent topic model for audio retrieval 期刊论文
PATTERN RECOGNITION, 2014, 卷号: 47, 期号: 3, 页码: 1138-1143
Authors:  Hu, Pengfei;  Liu, Wenju;  Jiang, Wei;  Yang, Zhanlei
Favorite  |  View/Download:93/0  |  Submit date:2015/08/12
Topic Model  Lda  Gaussian Distribution  Audio Retrieval  
Improving native accent identification using deep neural networks 会议论文
Annual Conference of the International Speech Communication Association (INTERSPEECH), 2014
Authors:  Chen, Mingming;  Yang, Zhanlei;  Zheng, Hao;  Liu, Wenju
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Deep neural networks for Mandarin tone recognition 会议论文
International Joint Conference on Neural Networks (IJCNN), 2014
Authors:  Mingming Chen;  Zhanlei Yang;  Wenju Liu
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Improving Deep Neural Networks by Using Sparse Dropout Strategy 会议论文
ChinaSIP, Xi an, Shanxi, China, 2014
Authors:  Zheng Hao;  Mingming Chen;  Wenju Liu;  Zhanlei Yang;  Shan Liang;  Hao Zheng
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Dropout  Sparse Dropout  Deep Neural Networks  Deep Learning  
一种发音稳定段辅助的语音识别优化解码方法及装置 专利
专利类型: 发明, 专利号: CN201210514763.9, 申请日期: 2012-12-04, 公开日期: 2013-04-03
Inventors:  刘文举;  杨占磊
Favorite  |  View/Download:64/0  |  Submit date:2015/09/22