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Deep Learning Based Speech Separation via NMF-Style Reconstructions 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2018, 卷号: 26, 期号: 11, 页码: 2043-2055
Authors:  Nie, Shuai;  Liang, Shan;  Liu, Wenju;  Zhang, Xueliang;  Tao, Jianhua
Favorite  |  View/Download:36/0  |  Submit date:2018/10/10
Speech Separation  Deep Neural Network (Dnn)  Nonnegative Matrix Factorization (Nmf)  Spectro-temporal Structures  
语谱特性和噪声声学环境深度感知的语音增强方法研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  聂帅
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语音增强  语音分离  深度学习  非负矩阵分解  语谱特性  声学环境  
Robust offline handwritten character recognition through exploring writer-independent features under the guidance of printed data 期刊论文
PATTERN RECOGNITION LETTERS, 2018, 卷号: 106, 页码: 20-26
Authors:  Zhang, Yaping;  Liang, Shan;  Nie, Shuai;  Liu, Wenju;  Peng, Shouye
Favorite  |  View/Download:42/0  |  Submit date:2018/10/10
Handwritten Character Recognition  Writer-independent Features  Adversarial Feature Learning  Convolutional Neural Network  
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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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
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语音分离  计算听觉场景分析  深度学习  
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  
Two-Stage Multi-Target Joint Learning for Monaural Speech Separation 会议论文
, Dresden, Germany, Sept. 6-10 2015
Authors:  Shuai Nie;  Shan Liang;  Wei Xue;  Xueliang Zhang;  Wenju Liu
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Multiscale collaborative speech denoising based on deep stacking network 会议论文
, Killamey, Ireland, July 12-17 2015
Authors:  Wei Jiang;  Hao Zheng;  Shuai Nie;  Wenju Liu
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Joint Optimization of Recurrent Networks Exploiting Source Auto-regression 会议论文
INTERSPEECH, Dresden, 6-10 Sep 2015
Authors:  Nie Shuai(聂帅);  Wei Xue;  Shan Liang;  WenJu Liu;  XueLiang Zhang
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Two-Stage Multi-Target Joint Learning for Monaural Speech Separation 会议论文
Annual Conference of the International Speech Communication Association (INTERSPEECH), Dresden Germany, 2015
Authors:  Shuai, Nie;  Shan, Liang;  Wei, Xue;  XueLiang, Zhang;  WenJu, Liu;  Like Dong;  Hong Yang
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Speech Separation  Multi-target Learning  Computational Auditory Scene Analysis (Casa)