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VLP2MSA: Expanding vision-language pre-training to multimodal sentiment analysis
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 9
作者:
Yi, Guofeng
;
Fan, Cunhang
;
Zhu, Kang
;
Lv, Zhao
;
Liang, Shan
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/02/22
Multimodal sentiment analysis
Vision-language
Multimodal fusion
ICaps-ResLSTM: Improved capsule network and residual LSTM for EEG emotion recognition
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 卷号: 87, 页码: 9
作者:
Fan, Cunhang
;
Xie, Heng
;
Tao, Jianhua
;
Li, Yongwei
;
Pei, Guanxiong
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/11/15
Electroencephalogram
Emotion recognition
Capsule network
Residual Long-Short Term Memory
Spatial-temporal knowledge graph network for event prediction
期刊论文
NEUROCOMPUTING, 2023, 卷号: 553, 页码: 11
作者:
Huai, Zepeng
;
Zhang, Dawei
;
Yang, Guohua
;
Tao, Jianhua
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Multi -event prediction
Knowledge graph
Dynamic graph embedding
Hierarchical graph attention network for temporal knowledge graph reasoning
期刊论文
NEUROCOMPUTING, 2023, 卷号: 550, 页码: 8
作者:
Shao, Pengpeng
;
He, Jiayi
;
Li, Guanjun
;
Zhang, Dawei
;
Tao, Jianhua
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/22
Temporal knowledge graphs
Graph attention network
Reasoning
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition
期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 3, 页码: 2415-2429
作者:
Lian, Zheng
;
Liu, Bin
;
Tao, Jianhua
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/15
Emotion recognition
Feature extraction
Training
Acoustics
Semisupervised learning
Benchmark testing
Hidden Markov models
Semi-supervised multi-modal interaction network (SMIN)
conversational emotion recognition
semi-supervised learning
intra-modal interaction
cross-modal interaction
Dual Attention and Element Recalibration Networks for Automatic Depression Level Prediction
期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 3, 页码: 1954-1965
作者:
Niu, Mingyue
;
Zhao, Ziping
;
Tao, Jianhua
;
Li, Ya
;
Schuller, Bjorn
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/15
Depression
Feature extraction
Tensors
Databases
Spatiotemporal phenomena
Convolutional neural networks
Physiology
DAER network
depression level prediction
dual attention block
element recalibration block
facial differences
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
收藏
  |  
浏览/下载:6/0
  |  
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
Adversarial Multi-Task Learning for Mandarin Prosodic Boundary Prediction With Multi-Modal Embeddings
期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2023, 卷号: 31, 页码: 2963-2973
作者:
Yi, Jiangyan
;
Tao, Jianhua
;
Fu, Ruibo
;
Wang, Tao
;
Zhang, Chu Yuan
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Adversarial training
multi-task learning
prosodic boundaries
speech synthesis
multi-modal embeddings
PIRNet: Personality-Enhanced Iterative Refinement Network for Emotion Recognition in Conversation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 12
作者:
收藏
  |  
浏览/下载:61/0
  |  
提交时间:2022/09/19
Emotion recognition
Iterative methods
Context modeling
Psychology
Oral communication
Logic gates
Learning systems
Contextual information
emotion recognition in conversation (ERC)
iterative method
Personality-enhanced Iterative Refinement Network (PIRNet)
personality influence
SpecMNet: Spectrum mend network for monaural speech enhancement
期刊论文
APPLIED ACOUSTICS, 2022, 卷号: 194, 页码: 9
作者:
Fan, Cunhang
;
Zhang, Hongmei
;
Yi, Jiangyan
;
Lv, Zhao
;
Tao, Jianhua
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/07/25
Monaural speech enhancement
Speech distortion
Spectrum mend network
SI-SNR
BLSTM
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