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IEICE Trans

Ruiyu LIANG

Speech Emotion Recognition Using Multihead Attention in Both Time and Feature Dimensions
Yue XIE Ruiyu LIANG Zhenlin LIANG Xiaoyan ZHAO Wenhao ZENG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2023/05/01
Vol. E106-D  No. 5  pp. 1098-1101
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech emotion recognition, long short-term memory, multi-heads attention, feature enhancement, 
 Summary | Full Text:PDF
A Non-Intrusive Speech Quality Evaluation Method Based on the Audiogram and Weighted Frequency Information for Hearing Aid
Ruxue GUO Pengxu JIANG Ruiyu LIANG Yue XIE Cairong ZOU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2023/01/01
Vol. E106-A  No. 1  pp. 64-68
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech quality evaluation, hearing aid, audiogram, long short-term memory, deep neural networks, 
 Summary | Full Text:PDF
Weighted Gradient Pretrain for Low-Resource Speech Emotion Recognition
Yue XIE Ruiyu LIANG Xiaoyan ZHAO Zhenlin LIANG Jing DU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/07/01
Vol. E105-D  No. 7  pp. 1352-1355
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech emotion recognition, shared hidden layer, weighted gradient, low-resource, 
 Summary | Full Text:PDF
Detecting Depression from Speech through an Attentive LSTM Network
Yan ZHAO Yue XIE Ruiyu LIANG Li ZHANG Li ZHAO Chengyu LIU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2021/11/01
Vol. E104-D  No. 11  pp. 2019-2023
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
depression detection, LSTM, attention mechanism, vocal expression, 
 Summary | Full Text:PDF
A Novel Hybrid Network Model Based on Attentional Multi-Feature Fusion for Deception Detection
Yuanbo FANG Hongliang FU Huawei TAO Ruiyu LIANG Li ZHAO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2021/03/01
Vol. E104-A  No. 3  pp. 622-626
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
deception detection, hybrid network, attention mechanism, feature fusion, 
 Summary | Full Text:PDF
Unconstrained Facial Expression Recognition Based on Feature Enhanced CNN and Cross-Layer LSTM
Ying TONG Rui CHEN Ruiyu LIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2020/11/01
Vol. E103-D  No. 11  pp. 2403-2406
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
facial expression recognition, video sequence, long short-term memory, feature extraction, 
 Summary | Full Text:PDF
Combining Siamese Network and Regression Network for Visual Tracking
Yao GE Rui CHEN Ying TONG Xuehong CAO Ruiyu LIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2020/08/01
Vol. E103-D  No. 8  pp. 1924-1927
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
regression network, siamese network, two-stage, visual tracking, 
 Summary | Full Text:PDF
Siamese Attention-Based LSTM for Speech Emotion Recognition
Tashpolat NIZAMIDIN Li ZHAO Ruiyu LIANG Yue XIE Askar HAMDULLA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2020/07/01
Vol. E103-A  No. 7  pp. 937-941
Type of Manuscript:  LETTER
Category: Engineering Acoustics
Keyword: 
Siamese networks, pairwise training, attention-based long short-term memory, speech emotion recognition, 
 Summary | Full Text:PDF
Real-Time Generic Object Tracking via Recurrent Regression Network
Rui CHEN Ying TONG Ruiyu LIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2020/03/01
Vol. E103-D  No. 3  pp. 602-611
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
object tracking, deep learning, convolutional neural network, features comparison, recurrent neural network, 
 Summary | Full Text:PDF
Attention-Based Dense LSTM for Speech Emotion Recognition
Yue XIE Ruiyu LIANG Zhenlin LIANG Li ZHAO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2019/07/01
Vol. E102-D  No. 7  pp. 1426-1429
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
attention mechanism, speech emotion recognition, dense connections, LSTM, 
 Summary | Full Text:PDF
A Novel Supervised Bimodal Emotion Recognition Approach Based on Facial Expression and Body Gesture
Jingjie YAN Guanming LU Xiaodong BAI Haibo LI Ning SUN Ruiyu LIANG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2018/11/01
Vol. E101-A  No. 11  pp. 2003-2006
Type of Manuscript:  LETTER
Category: Image
Keyword: 
facial expression, body gesture, bimodal emotion recognition, feature fusion, supervised multiset canonical correlation analysis (SMCCA), 
 Summary | Full Text:PDF
A Novel Bimodal Emotion Database from Physiological Signals and Facial Expression
Jingjie YAN Bei WANG Ruiyu LIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/07/01
Vol. E101-D  No. 7  pp. 1976-1979
Type of Manuscript:  LETTER
Category: Multimedia Pattern Processing
Keyword: 
bimodal emotion database, physiological signals, facial expression, PSFE, 
 Summary | Full Text:PDF
Facial Expression Recognition via Regression-Based Robust Locality Preserving Projections
Jingjie YAN Bojie YAN Ruiyu LIANG Guanming LU Haibo LI Shipeng XIE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/02/01
Vol. E101-D  No. 2  pp. 564-567
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
facial expression recognition, regression-based robust locality preserving projections (RRLPP), augmented Lagrangian multiplier, 
 Summary | Full Text:PDF
Spectral Features Based on Local Normalized Center Moments for Speech Emotion Recognition
Huawei TAO Ruiyu LIANG Xinran ZHANG Li ZHAO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/10/01
Vol. E99-A  No. 10  pp. 1863-1866
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
normalized center moments, Hu invariant moments, speech emotion recognition, spectral features, 
 Summary | Full Text:PDF
Spectral Features Based on Local Hu Moments of Gabor Spectrograms for Speech Emotion Recognition
Huawei TAO Ruiyu LIANG Cheng ZHA Xinran ZHANG Li ZHAO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/08/01
Vol. E99-D  No. 8  pp. 2186-2189
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
Gabor wavelet, Hu invariant moment, speech emotion recognition, spectral features, 
 Summary | Full Text:PDF
Speaker-Independent Speech Emotion Recognition Based Multiple Kernel Learning of Collaborative Representation
Cheng ZHA Xinrang ZHANG Li ZHAO Ruiyu LIANG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/03/01
Vol. E99-A  No. 3  pp. 756-759
Type of Manuscript:  LETTER
Category: Engineering Acoustics
Keyword: 
multiple kernel learning, multi-level features, automatic segmentation, collaborative representation, 
 Summary | Full Text:PDF
Sub-Band Noise Reduction in Multi-Channel Digital Hearing Aid
Qingyun WANG Ruiyu LIANG Li JING Cairong ZOU Li ZHAO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/01/01
Vol. E99-D  No. 1  pp. 292-295
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
sub-band noise reduction, multi-channel digital hearing aid, adaptive Wiener filtering, modulation frequency-based noise reduction, 
 Summary | Full Text:PDF
An Effective Acoustic Feedback Cancellation Algorithm Based on the Normalized Sub-Band Adaptive Filter
Xia WANG Ruiyu LIANG Qingyun WANG Li ZHAO Cairong ZOU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/01/01
Vol. E99-D  No. 1  pp. 288-291
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
sub-band adaptive filters, acoustic feedback cancellation, hearing aids, variable step size, 
 Summary | Full Text:PDF
A Salient Feature Extraction Algorithm for Speech Emotion Recognition
Ruiyu LIANG Huawei TAO Guichen TANG Qingyun WANG Li ZHAO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/09/01
Vol. E98-D  No. 9  pp. 1715-1718
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech emotion recognition, spectrogram, selective attention, support vector machine, 
 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
Compressed Sampling and Source Localization of Miniature Microphone Array
Qingyun WANG Xinchun JI Ruiyu LIANG Li ZHAO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/09/01
Vol. E97-A  No. 9  pp. 1902-1906
Type of Manuscript:  Special Section LETTER (Special Section on Spatial Acoustic Signal Processing and Applications)
Category: 
Keyword: 
compressed sampling, source localization, miniature microphone array, digital hearing aids, 
 Summary | Full Text:PDF