Wenming ZHENG

Cross-Corpus Speech Emotion Recognition Based on Deep Domain-Adaptive Convolutional Neural Network
Jiateng LIU Wenming ZHENG Yuan ZONG Cheng LU Chuangao TANG 
Publication:   
Publication Date: 2020/02/01
Vol. E103-D  No. 2  pp. 459-463
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
cross-corpus speech emotion recognition, deep convolutional neural network, domain adaptation, 
 Summary | Full Text:PDF
Target-Adapted Subspace Learning for Cross-Corpus Speech Emotion Recognition
Xiuzhen CHEN Xiaoyan ZHOU Cheng LU Yuan ZONG Wenming ZHENG Chuangao TANG 
Publication:   
Publication Date: 2019/12/01
Vol. E102-D  No. 12  pp. 2632-2636
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
cross-corpus speech emotion recognition, transfer learning, domain adaptation, subspace learning, 
 Summary | Full Text:PDF
Unsupervised Cross-Database Micro-Expression Recognition Using Target-Adapted Least-Squares Regression
Lingyan LI Xiaoyan ZHOU Yuan ZONG Wenming ZHENG Xiuzhen CHEN Jingang SHI Peng SONG 
Publication:   
Publication Date: 2019/07/01
Vol. E102-D  No. 7  pp. 1417-1421
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
cross-database micro-expression recognition, micro-expression recognition, domain adaptation, transfer learning, least-squares regression, 
 Summary | Full Text:PDF
Micro-Expression Recognition by Leveraging Color Space Information
Minghao TANG Yuan ZONG Wenming ZHENG Jisheng DAI Jingang SHI Peng SONG 
Publication:   
Publication Date: 2019/06/01
Vol. E102-D  No. 6  pp. 1222-1226
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
spontaneous micro-expression recognition, color space, fusiong learning, 
 Summary | Full Text:PDF
A Joint Convolutional Bidirectional LSTM Framework for Facial Expression Recognition
Jingwei YAN Wenming ZHENG Zhen CUI Peng SONG 
Publication:   
Publication Date: 2018/04/01
Vol. E101-D  No. 4  pp. 1217-1220
Type of Manuscript:  LETTER
Category: Biocybernetics, Neurocomputing
Keyword: 
facial expression recognition, convolutional neutral network, long short-term memory, shortcut connection, 
 Summary | Full Text:PDF
Learning Corpus-Invariant Discriminant Feature Representations for Speech Emotion Recognition
Peng SONG Shifeng OU Zhenbin DU Yanyan GUO Wenming MA Jinglei LIU Wenming ZHENG 
Publication:   
Publication Date: 2017/05/01
Vol. E100-D  No. 5  pp. 1136-1139
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech emotion recognition, transfer learning, dimensionality reduction, 
 Summary | Full Text:PDF
Transfer Semi-Supervised Non-Negative Matrix Factorization for Speech Emotion Recognition
Peng SONG Shifeng OU Xinran ZHANG Yun JIN Wenming ZHENG Jinglei LIU Yanwei YU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/10/01
Vol. E99-D  No. 10  pp. 2647-2650
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech emotion recognition, transfer learning, non-negative matrix factorization, semi-supervised learning, 
 Summary | Full Text:PDF
Micro-Expression Recognition by Regression Model and Group Sparse Spatio-Temporal Feature Learning
Ping LU Wenming ZHENG Ziyan WANG Qiang LI Yuan ZONG Minghai XIN Lenan WU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/06/01
Vol. E99-D  No. 6  pp. 1694-1697
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
micro-expression recognition, local binary patterns on three orthogonal planes (LBP-TOP), group sparse least squares regression (GSLSR), 
 Summary | Full Text:PDF
A Novel Iterative Speaker Model Alignment Method from Non-Parallel Speech for Voice Conversion
Peng SONG Wenming ZHENG Xinran ZHANG Yun JIN Cheng ZHA Minghai XIN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/10/01
Vol. E98-A  No. 10  pp. 2178-2181
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
non-parallel speech, voice conversion, iterative speaker model alignment, Gaussian mixture model, 
 Summary | Full Text:PDF
Speech Emotion Recognition Based on Sparse Transfer Learning Method
Peng SONG Wenming ZHENG Ruiyu LIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/07/01
Vol. E98-D  No. 7  pp. 1409-1412
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech emotion recognition, sparse coding, transfer learning, 
 Summary | Full Text:PDF
Facial Expression Recognition Based on Sparse Locality Preserving Projection
Jingjie YAN Wenming ZHENG Minghai XIN Jingwei YAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/07/01
Vol. E97-A  No. 7  pp. 1650-1653
Type of Manuscript:  LETTER
Category: Image
Keyword: 
Facial expression recognition, Sparse locality preserving projection (SLPP), Feature selection, 
 Summary | Full Text:PDF
Integrating Facial Expression and Body Gesture in Videos for Emotion Recognition
Jingjie YAN Wenming ZHENG Minhai XIN Jingwei YAN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/03/01
Vol. E97-D  No. 3  pp. 610-613
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
bimodal emotion recognition, Harris plus cuboids spatio-temporal feature (HST), sparse canonical correlation analysis (SCCA), 
 Summary | Full Text:PDF
Speaker-Independent Speech Emotion Recognition Based on Two-Layer Multiple Kernel Learning
Yun JIN Peng SONG Wenming ZHENG Li ZHAO Minghai XIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/10/01
Vol. E96-D  No. 10  pp. 2286-2289
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
emotion speech recognition, multiple kernel learning, feature selection, speaker-independent, 
 Summary | Full Text:PDF