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Two Birds With One Stone: Knowledge-Embedded Temporal Convolutional Transformer for Depression Detection and Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 4, 页码: 2595-2613
作者:  Zheng, Wenbo;  Yan, Lan;  Wang, Fei-Yue
收藏  |  浏览/下载：29/0  |  提交时间：2024/03/27
Multimodal depression detection  multimodal emotion recognition  transformer  knowledge embedding  joint learning  
BiTCAN: A emotion recognition network based on saliency in brain 期刊论文
MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 卷号: 20, 期号: 12, 页码: 21537-21562
作者:  An, Yanling;  Hu, Shaohai;  Liu, Shuaiqi;  Li, Bing
收藏  |  浏览/下载：11/0  |  提交时间：2024/03/26
EEG  emotion recognition  spatio-temporal features  Bi-hemispheric discrepancy  spatial attention  attention mechanism  
DA-CapsNet: A multi-branch capsule network based on adversarial domain adaption for cross-subject EEG emotion recognition 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 12
作者:  Liu, Shuaiqi;  Wang, Zeyao;  An, Yanling;  Li, Bing;  Wang, Xinrui;  Zhang, Yudong
收藏  |  浏览/下载：34/0  |  提交时间：2024/02/22
EEG emotion recognition  Capsule network  Adversarial domain adaptation  Transfer learning  
GAN-Based Facial Attribute Manipulation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 14590-14610
作者:  Liu, Yunfan;  Li, Qi;  Deng, Qiyao;  Sun, Zhenan;  Yang, Ming-Hsuan
Adobe PDF(15297Kb)  |  收藏  |  浏览/下载：44/13  |  提交时间：2024/02/22
Generative adversarial networks  image translation  facial attribute manipulation  
Enhancing Dimensional Emotion Recognition from Speech through Modulation-Filtered Cochleagram and Parallel Attention Recurrent Network 期刊论文
ELECTRONICS, 2023, 卷号: 12, 期号: 22, 页码: 15
作者:  Peng, Zhichao;  Zeng, Hua;  Li, Yongwei;  Du, Yegang;  Dang, Jianwu
收藏  |  浏览/下载：57/0  |  提交时间：2024/02/22
modulation-filtered cochleagram  parallel attention recurrent neural network  dimensional emotion recognition  auditory signal processing  noise-robust  
Emotional brain network decoded by biological spiking neural network 期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 17
作者:  Xu, Hubo;  Cao, Kexin;  Chen, Hongguang;  Abudusalamu, Awuti;  Wu, Wei;  Xue, Yanxue
收藏  |  浏览/下载：41/0  |  提交时间：2023/11/17
emotion  affective computing  brain network  neural oscillation  neuroregulation  self-backpropagation  spiking neural network  brain-computer interface  
Music Theory-Inspired Acoustic Representation for Speech Emotion Recognition 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2023, 卷号: 31, 页码: 2534-2547
作者:  Li, Xingfeng;  Shi, Xiaohan;  Hu, Desheng;  Li, Yongwei;  Zhang, Qingchen;  Wang, Zhengxia;  Unoki, Masashi;  Akagi, Masato
收藏  |  浏览/下载：68/0  |  提交时间：2023/11/17
Affective computing  speech emotion recognition  acoustic representation  music theory and speech analysis  
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 7, 页码: 8419-8432
作者:  Lian, Zheng;  Chen, Lan;  Sun, Licai;  Liu, Bin;  Tao, Jianhua
Adobe PDF(3959Kb)  |  收藏  |  浏览/下载：140/0  |  提交时间：2023/11/17
Oral communication  Correlation  Data models  Task analysis  Feature extraction  Tensors  Benchmark testing  Conversational data  graph complete network (GCNet)  incomplete multimodal learning  speaker-sensitive modeling  temporal-sensitive modeling  
A Multitask Learning Approach Based on Cascaded Attention Network and Self-Adaption Loss for Speech Emotion Recognition 期刊论文
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2023, 卷号: E106A, 期号: 6, 页码: 876-885
作者:  Liu, Yang;  Xia, Yuqi;  Sun, Haoqin;  Meng, Xiaolei;  Bai, Jianxiong;  Guan, Wenbo;  Zhao, Zhen;  LI, Yongwei
收藏  |  浏览/下载：77/0  |  提交时间：2023/11/17
speech emotion recognition  non-personalized features  cascaded attention network  multitask learning  self-adaption loss  
Multi-Level Attention-Based Categorical Emotion Recognition Using Modulation-Filtered Cochleagram 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 11, 页码: 16
作者:  Peng, Zhichao;  He, Wenhua;  Li, Yongwei;  Du, Yegang;  Dang, Jianwu
收藏  |  浏览/下载：70/0  |  提交时间：2023/11/17
categorical emotion recognition  auditory signal processing  modulation-filtered cochleagram  multi-level attention