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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：210/80  |  提交时间：2020/10/22
Speech separation  deep neural network (DNN)  nonnegative matrix factorization (NMF)  spectro-temporal structures  
End-to-End Post-Filter for Speech Separation With Deep Attention Fusion Features 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2020, 卷号: 28, 期号: 28, 页码: 1303-1314
作者:  Fan, Cunhang;  Tao, Jianhua;  Liu, Bin;  Yi, Jiangyan;  Wen, Zhengqi;  Liu, Xuefei
Adobe PDF(1344Kb)  |  收藏  |  浏览/下载：301/65  |  提交时间：2020/06/22
Feature extraction  Training  Interference  Speech enhancement  Clustering algorithms  Spectrogram  Speech separation  end-to-end post-filter  deep attention fusion features  deep clustering  permutation invariant training  
Cross-domain cooperative deep stacking network for speech separation 会议论文
EI, Brisbane, Australia, April 19-24, 2015
作者:  Wei Jiang;  Shan Liang;  Like Dong;  Hong Yang;  Wenju Liu;  Yunji Wang
Adobe PDF(118Kb)  |  收藏  |  浏览/下载：325/121  |  提交时间：2016/10/25
Speech Separation  Cross-domain Cooperative Structure  Deep Stacking Network  Deep Neural Network  
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
Adobe PDF(185Kb)  |  收藏  |  浏览/下载：309/86  |  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
Adobe PDF(408Kb)  |  收藏  |  浏览/下载：484/133  |  提交时间：2016/04/12
Speech Separation  Deep Neural Network  Nonnegative Matrix Factorization  Spectro-temporal Structures