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Multi-aspect self-supervised learning for heterogeneous information network 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 233, 页码: 14
作者:  Che, Feihu;  Tao, Jianhua;  Yang, Guohua;  Liu, Tong;  Zhang, Dawei
Adobe PDF(2661Kb)  |  收藏  |  浏览/下载：203/43  |  提交时间：2021/12/28
Heterogeneous information network  Self-supervised  Contrastive learning  Graph neural network  
One In A Hundred: Selecting the Best Predicted Sequence from Numerous Candidates for Speech Recognition 会议论文
, Tokyo, Japan, 14-17 December 2021
作者:  Zhengkun Tian;  Jiangyan Yi;  Ye Bai;  Jianhua Tao;  Shuai Zhang;  Zhengqi Wen
Adobe PDF(563Kb)  |  收藏  |  浏览/下载：158/39  |  提交时间：2022/06/14
Deep Learning for Mobile Mental Health: Challenges and recent advances 期刊论文
IEEE SIGNAL PROCESSING MAGAZINE, 2021, 卷号: 38, 期号: 6, 页码: 96-105
作者:  Han, Jing;  Zhang, Zixing;  Mascolo, Cecilia;  Andre, Elisabeth;  Tao, Jianhua;  Zhao, Ziping;  Schuller, Bjoern W.
收藏  |  浏览/下载：112/0  |  提交时间：2021/12/28
Intelligent Signal Processing for Affective Computing [From the Guest Editors] 期刊论文
IEEE SIGNAL PROCESSING MAGAZINE, 2021, 卷号: 38, 期号: 6, 页码: 9-11
作者:  Schuller, Bjoern W.;  Picard, Rosalind;  Andre, Elisabeth;  Gratch, Jonathan;  Tao, Jianhua
收藏  |  浏览/下载：103/0  |  提交时间：2021/12/28
Self-supervised graph representation learning via bootstrapping 期刊论文
NEUROCOMPUTING, 2021, 卷号: 456, 页码: 88-96
作者:  Che, Feihu;  Yang, Guohua;  Zhang, Dawei;  Tao, Jianhua;  Liu, Tong
Adobe PDF(1379Kb)  |  收藏  |  浏览/下载：318/57  |  提交时间：2021/11/03
Graph representation learning  Self-supervised  Bootstrapping  Graph neural network  
Design and Analysis of a Human-Machine Interaction System for Researching Human's Dynamic Emotion 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 10, 页码: 6111-6121
作者:  Sun, Xiao;  Pei, Zhengmeng;  Zhang, Chen;  Li, Guoqiang;  Tao, Jianhua
收藏  |  浏览/下载：169/0  |  提交时间：2021/11/04
Heuristic algorithms  Hidden Markov models  Robots  Sun  Vehicle dynamics  Task analysis  Deep learning  Emotional guidance  emotional transfer  human-machine interaction  Markov chain Monte Carlo  
Continual Learning for Fake Audio Detection 会议论文
, 线上（捷克）, 2021-9
作者:  Ma Haoxin;  Yi Jiangyan;  Tao Jianhua;  Bai Ye;  Tian Zhengkun;  Wang Chenglong
Adobe PDF(2113Kb)  |  收藏  |  浏览/下载：217/57  |  提交时间：2022/06/20
fake audio detection  continual learning  detecting fake without forgetting  
FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization 会议论文
, Brno, Czechia, 30 August – 3 September
作者:  Zhengkun Tian;  Jiangyan Yi;  Ye Bai;  Jianhua Tao;  Shuai Zhang;  Zhengqi Wen
Adobe PDF(839Kb)  |  收藏  |  浏览/下载：177/40  |  提交时间：2022/06/14
Exploiting the directional coherence function for multichannel source extraction 期刊论文
SPEECH COMMUNICATION, 2021, 卷号: 128, 页码: 1-14
作者:  Liang, Shan;  Li, Guanjun;  Nie, Shuai;  Yang, ZhanLei;  Liu, WenJu;  Tao, Jianhua
收藏  |  浏览/下载：182/0  |  提交时间：2021/05/06
Directional coherence function  Coherent-to-Diffuse Ratio  General sidelobe canceller  Desired Speech Presence Probability  
Gated Recurrent Fusion With Joint Training Framework for Robust End-to-End Speech Recognition 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 期号: 29, 页码: 198-209
作者:  Fan, Cunhang;  Yi, Jiangyan;  Tao, Jianhua;  Tian, Zhengkun;  Liu, Bin;  Wen, Zhengqi
Adobe PDF(2534Kb)  |  收藏  |  浏览/下载：343/47  |  提交时间：2021/03/08
Speech enhancement  Speech recognition  Training  Noise measurement  Logic gates  Acoustic distortion  Task analysis  Gated recurrent fusion  robust end-to-end speech recognition  speech distortion  speech enhancement  speech transformer