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Utterance-level Permutation Invariant Training with Discriminative Learning for Single Channel Speech Separation 会议论文
, Taipei, Taiwan, 26-29 Nov. 2018
作者:  Fan, Cunhang;  Liu, Bin;  Tao, Jianhua;  Wen, Zhengqi;  Yi, Jiangyan;  Bai, Ye
Adobe PDF(208Kb)  |  收藏  |  浏览/下载：136/51  |  提交时间：2021/06/01
基于迁移学习的鲁棒语音识别声学建模方法 期刊论文
清华大学学报, 2018, 卷号: 58, 期号: 1, 页码: 55-60
作者:  易江燕;  陶建华;  刘斌;  温正棋
收藏  |  浏览/下载：13/0  |  提交时间：2020/10/27
鲁棒语音识别  声学模型  神经网络  迁移学习  
Investigating Deep Neural Network Adaptation for Generating Exclamatory and Interrogative Speech in Mandarin 期刊论文
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2018, 卷号: 90, 期号: 7, 页码: 1039-1052
作者:  Zheng, Yibin;  Li, Ya;  Wen, Zhengqi;  Liu, Bin;  Tao, Jianhua;  Jianhua Tao
收藏  |  浏览/下载：119/0  |  提交时间：2020/10/27
Speech Synthesis  Excitation Parameters  Deep Neural Network Adaptation  Exclamatory Speech  Interrogative Speech  
CTC Regularized Model Adaptation for Improving LSTM RNN Based Multi-Accent Mandarin Speech Recognition 期刊论文
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2018, 卷号: 90, 期号: 7, 页码: 985-997
作者:  Jiangyan Yi;  Zhengqi Wen;  Jianhua Tao;  Hao Ni;  Bin Liu
浏览  |  Adobe PDF(1416Kb)  |  收藏  |  浏览/下载：157/60  |  提交时间：2020/10/22
multi-accent, Mandarin speech recognition,LSTM-RNN-CTC, model adaptation, CTC regularization  
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：220/81  |  提交时间：2020/10/22
Speech separation  deep neural network (DNN)  nonnegative matrix factorization (NMF)  spectro-temporal structures  
Deep Noise Tracking Network: A Hybrid Signal Processing/Deep Learning Approach to Speech Enhancement 会议论文
, Hyderabad, India, 2018-9-2~2018-9-6
作者:  Nie S(聂帅);  Shan Liang;  Bin Liu;  Yaping Zhang;  Wenju Liu;  Jianhua Tao
浏览  |  Adobe PDF(925Kb)  |  收藏  |  浏览/下载：95/32  |  提交时间：2020/10/22