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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：206/79  |  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：200/85  |  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
Adobe PDF(756Kb)  |  收藏  |  浏览/下载：301/74  |  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
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
Adobe PDF(408Kb)  |  收藏  |  浏览/下载：481/133  |  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：315/77  |  提交时间：2015/09/23
Direction Of Arrival (Doa) Estimation  Microphone Array Signal Processing  High Order Statistics  Bispectrum  
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
作者:  Liang, Shan;  Liu, Wenju;  Jiang, Wei
浏览  |  Adobe PDF(2441Kb)  |  收藏  |  浏览/下载：285/81  |  提交时间：2015/08/12
Bayesian Rule  Computational Auditory Scene Analysis (Casa)  Ideal Binary Mask (Ibm)  Markov Chain Monte Carlo (Mcmc)