CASIA OpenIR
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Multilingual I-Vector based Statistical Modeling for Music Genre Classification 会议论文
, Stockholm, Sweden, 2017-8-20
Authors:  Dai J(戴佳);  Xue Wei;  Liu Wenju
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基于深度学习语音分离技术的研究现状与进展 期刊论文
自动化学报, 2016, 卷号: 42, 期号: 6, 页码: 819-833
Authors:  刘文举;  聂帅;  梁山
View  |  Adobe PDF(2275Kb)  |  Favorite  |  View/Download:236/107  |  Submit date:2018/01/05
语音分离  计算听觉场景分析  深度学习  
Improving Large Vocabulary Accented Mandarin Speech Recognition with Attribute-based I-vectors 会议论文
INTERSPEECH, San Francisco, America, 2016
Authors:  Hao Zheng;  Shanshan Zhang;  Liwei Qiao;  Jianping Li;  Wenju Liu
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Accented Speech Recognition  Large Vocabulary Continuous Speech Recognition  Attribute  
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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Exploring Robustness of DNN/RNN for Extracting Speaker Baum-Welch Statistics in Mismatched Conditions 会议论文
INTERSPEECH, Dresden, Germany, 2015
Authors:  Hao Zheng;  Shanshan Zhang;  Wenju Liu
View  |  Adobe PDF(247Kb)  |  Favorite  |  View/Download:90/18  |  Submit date:2016/06/28
Dnn  Rnn  Speaker Recognition  Mismatched Condition  
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
View  |  Adobe PDF(146Kb)  |  Favorite  |  View/Download:102/21  |  Submit date:2016/06/28
Dropout  Sparse Dropout  Deep Neural Networks  Deep Learning  
DEEP STACKING NETWORKS WITH TIME SERIES FOR SPEECH SEPARATION 会议论文
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, 2014
Authors:  Nie, Shuai;  Zhang, Hui;  Zhang, XueLiang;  Liu, WenJu
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A New Bayesian Method Incorporating With Local Correlation for IBM Estimation 期刊论文
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2013, 卷号: 21, 期号: 3, 页码: 476-487
Authors:  Liang, Shan;  Liu, Wenju;  Jiang, Wei
View  |  Adobe PDF(2441Kb)  |  Favorite  |  View/Download:77/10  |  Submit date:2015/08/12
Bayesian Rule  Computational Auditory Scene Analysis (Casa)  Ideal Binary Mask (Ibm)  Markov Chain Monte Carlo (Mcmc)  
Monaural speech separation based on MAXVQ and CASA for robust speech recognition 期刊论文
COMPUTER SPEECH AND LANGUAGE, 2010, 卷号: 24, 期号: 1, 页码: 30-44
Authors:  Li, Peng;  Guan, Yong;  Wang, Shijin;  Xu, Bo;  Liu, Wenju
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Monaural Speech Separation  Computational Auditory Scene Analysis (Casa)  Factorial-max Vector Quantization (Maxvq)  Automatic Speech Recognition (Asr)  
Robust front-end for speech recognition based on computational auditory scene analysis and speaker model 期刊论文
Zidonghua Xuebao/ Acta Automatica Sinica, 2009, 卷号: 35, 期号: 4, 页码: 410-416
Authors:  Guan, Yong;  Li, Peng;  Liu, Wen-Ju;  Xu, Bo
View  |  Adobe PDF(1086Kb)  |  Favorite  |  View/Download:96/17  |  Submit date:2015/08/12