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CASIA OpenIR
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A time-frequency channel attention and vectorization network for automatic depression level prediction 期刊论文
Neurocomputing, 2021, 期号: 450, 页码: 208-218
作者:  Mingyue Niu;  Bin Liu;  Jianhua Tao;  Qifei Li
Adobe PDF(2001Kb)  |  收藏  |  浏览/下载：156/42  |  提交时间：2021/06/01
Sphere embedding normalization  DenseNet  Transition layer  Time-frequency channel attention block  Time-frequency vectorization block  Depression detection  
Gated Recurrent Fusion of Spatial and Spectral Features for Multi-channel Speech Separation with Deep Embedding Representations 会议论文
, Shanghai, China, October 25–29, 2020
作者:  Fan, Cunhang;  Tao, Jianhua;  Liu, Bin;  Yi, Jiangyan;  Wen, Zhengqi
Adobe PDF(260Kb)  |  收藏  |  浏览/下载：160/44  |  提交时间：2021/06/01
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：260/57  |  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  
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection 期刊论文
IEEE Transactions on Affective Computing, 2020, 期号: 0, 页码: 0
作者:  Mingyue Niu;  Jianhua Tao;  Bin Liu;  Jian Huang;  Zheng Lian
Adobe PDF(2831Kb)  |  收藏  |  浏览/下载：166/49  |  提交时间：2021/06/01
Multimodal depression detection  Spatio-Temporal Attention  Audio/Video Segment-Level Feature  Eigen Evolution Pooling  Audio/Video Level Feature  Multimodal Attention Feature Fusion  
Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features 会议论文
, Graz, Austria, September 15–19, 2019
作者:  Fan, Cunhang;  Liu, Bin;  Tao, Jianhua;  Yi, Jiangyan;  Wen, Zhengqi
Adobe PDF(320Kb)  |  收藏  |  浏览/下载：113/39  |  提交时间：2021/06/01
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：183/75  |  提交时间：2020/10/22
Speech separation  deep neural network (DNN)  nonnegative matrix factorization (NMF)  spectro-temporal structures  
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：102/39  |  提交时间：2021/06/01
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：75/25  |  提交时间：2020/10/22
Speech Emotion Recognition via Contrastive Loss under Siamese Networks 会议论文
, Seoul, Republic of Korea, 22-26 October, 2018
作者:  Zheng Lian;  Ya Li;  Jianhua Tao;  Jian Huang
Adobe PDF(10778Kb)  |  收藏  |  浏览/下载：84/16  |  提交时间：2021/06/16