CASIA OpenIR
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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
作者:  Shuai Nie;  Shan Liang;  Wenju Liu;  Xueliang Zhang;  Jianhua Tao
浏览  |  Adobe PDF(2922Kb)  |  收藏  |  浏览/下载:203/79  |  提交时间:2020/10/22
Speech separation  deep neural network (DNN)  nonnegative matrix factorization (NMF)  spectro-temporal structures  
Exploiting Spectro-temporal Structures Using NMF For DNN-based Supervised Speech Separation 会议论文
, Shanghai, China, 2016-3-20~2016-3-25
作者:  Nie S(聂帅);  Shan Liang;  Hao Li;  XueLiang Zhang;  ZhanLei Yang;  WenJu Liu
浏览  |  Adobe PDF(357Kb)  |  收藏  |  浏览/下载:149/56  |  提交时间:2020/10/22
Boosting noise robustness of acoustic model via deep adversarial training 会议论文
, 加拿大卡尔加里, 2018-4-15
作者:  Liu, Bin;  Nie, Shuai;  Zhang, Yaping;  Ke, Dengfeng;  Liang, Shan;  Liu, Wenju
浏览  |  Adobe PDF(300Kb)  |  收藏  |  浏览/下载:197/85  |  提交时间:2020/05/15
Robust Speech Recognition  Deep Adversarial Training  Acoustic Model  Generative Adversarial Net  
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, 期号: 无, 页码: 20-26
作者:  Zhang, Yaping;  Liang, Shan;  Nie, Shuai;  Liu, Wenju;  Peng, Shouye
浏览  |  Adobe PDF(756Kb)  |  收藏  |  浏览/下载:299/74  |  提交时间:2018/10/10
Handwritten Character Recognition  Writer-independent Features  Adversarial Feature Learning  Convolutional Neural Network  
Two-Stage Multi-Target Joint Learning for Monaural Speech Separation 会议论文
, Dresden, Germany, Sept. 6-10 2015
作者:  Shuai Nie;  Shan Liang;  Wei Xue;  Xueliang Zhang;  Wenju Liu
浏览  |  Adobe PDF(193Kb)  |  收藏  |  浏览/下载:259/89  |  提交时间:2018/01/04
Joint Optimization of Recurrent Networks Exploiting Source Auto-regression 会议论文
INTERSPEECH, Dresden, 6-10 Sep 2015
作者:  Nie Shuai(聂帅);  Wei Xue;  Shan Liang;  WenJu Liu;  XueLiang Zhang
浏览  |  Adobe PDF(384Kb)  |  收藏  |  浏览/下载:294/81  |  提交时间:2016/04/15
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
作者:  Shuai, Nie;  Shan, Liang;  Wei, Xue;  XueLiang, Zhang;  WenJu, Liu;  Like Dong;  Hong Yang
浏览  |  Adobe PDF(185Kb)  |  收藏  |  浏览/下载:304/85  |  提交时间:2016/04/12
Speech Separation  Multi-target Learning  Computational Auditory Scene Analysis (Casa)  
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
作者:  Shuai, Nie;  Shan, Liang;  Hao, Li;  XueLiang, Zhang;  ZhanLei, Yang;  WenJu, Liu;  LiKe, Dong
浏览  |  Adobe PDF(408Kb)  |  收藏  |  浏览/下载:480/133  |  提交时间:2016/04/12
Speech Separation  Deep Neural Network  Nonnegative Matrix Factorization  Spectro-temporal Structures  
Noise Robust Direction of Arrival Estimation for Speech Source With Weighted Bispectrum Spatial Correlation Matrix 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2015, 卷号: 9, 期号: 5, 页码: 837-851
作者:  Xue, Wei;  Liu, Wenju;  Liang, Shan
浏览  |  Adobe PDF(3205Kb)  |  收藏  |  浏览/下载:314/77  |  提交时间:2015/09/23
Direction Of Arrival (Doa) Estimation  Microphone Array Signal Processing  High Order Statistics  Bispectrum  
Integrating Binary Mask Estimation With MRF Priors of Cochleagram for Speech Separation 期刊论文
IEEE Signal Processing Letters, 2012, 卷号: 19, 期号: 10, 页码: 627-630
作者:  Liang, Shan;  Liu, Wenju;  Jiang, Wei
浏览  |  Adobe PDF(607Kb)  |  收藏  |  浏览/下载:205/56  |  提交时间:2015/08/12