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| 交互场景下多模态抑郁程度评估与可解释性研究 学位论文
, 2023
作者: 蔡聪
 Adobe PDF(5243Kb) |  收藏 | 浏览/下载：9/0 | 提交时间：2024/06/25
抑郁程度评估 多模态 交互场景 机器学习 可解释性 |
| 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: Lian, Zheng; Liu, Bin; Tao, Jianhua
 Adobe PDF(2013Kb) | 收藏 | 浏览/下载：424/9 | 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 |
| Multi-modal Continuous Dimensional Emotion Recognition Using Recurrent Neural Network and Self-Atention Mechanism 会议论文
, Seattle, United States, 12-16 October, 2020
作者: Licai Sun; Zheng Lian; Jianhua Tao; Bin Liu; Mingyue Niu
Adobe PDF(1041Kb) | 收藏 | 浏览/下载：200/62 | 提交时间：2021/06/16 |
| Conversational Emotion Recognition Using Self-Attention Mechanisms and Graph Neural Networks 会议论文
, Shanghai, China, 25-29 October, 2020
作者: Zheng Lian; Jianhua Tao; Bin Liu; Jian Huang; Zhanlei Yang; Rongjun Li
Adobe PDF(509Kb) | 收藏 | 浏览/下载：164/51 | 提交时间：2021/06/16 |
| MULTI-SCALE AND MULTI-REGION FACIAL DISCRIMINATIVE REPRESENTATION FOR AUTOMATIC DEPRESSION LEVEL PREDICTION 会议论文
, 加拿大多伦多, 2021-6
作者: MIngyue Niu; Jianhua Tao; Bin Liu
Adobe PDF(1629Kb) | 收藏 | 浏览/下载：206/54 | 提交时间：2021/06/01 |
| A time-frequency channel attention and vectorization network for automatic depression level prediction 期刊论文
Neurocomputing, 2021, 期号: 450, 页码: 208-218
作者: Mingyue Niu; Bin Liu; Jianhua Tao; Qifei Li
Adobe PDF(2001Kb) | 收藏 | 浏览/下载：209/58 | 提交时间：2021/06/01
Sphere embedding normalization DenseNet Transition layer Time-frequency channel attention block Time-frequency vectorization block Depression detection |
| Multimodal Spatiotemporal Representation for Automatic Depression Level Detection 期刊论文
IEEE Transactions on Affective Computing, 2020, 期号: 0, 页码: 0
作者: Mingyue Niu; Jianhua Tao; Bin Liu; Jian Huang; Zheng Lian
Adobe PDF(2831Kb) | 收藏 | 浏览/下载：230/59 | 提交时间：2021/06/01
Multimodal depression detection Spatio-Temporal Attention Audio/Video Segment-Level Feature Eigen Evolution Pooling Audio/Video Level Feature Multimodal Attention Feature Fusion |
| CTNet: Conversational Transformer Network for Emotion Recognition 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 期号: 29, 页码: 985-1000
作者: Lian, Zheng; Liu, Bin; Tao, Jianhua
Adobe PDF(2230Kb) | 收藏 | 浏览/下载：398/63 | 提交时间：2021/05/06
Emotion recognition Context modeling Feature extraction Fuses Speech processing Data models Bidirectional control Context-sensitive modeling conversational transformer network (CTNet) conversational emotion recognition multimodal fusion speaker-sensitive modeling |
| Bayesian Inference based Temporal Modeling for Naturalistic Affective Expression Classification 会议论文
2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, Geneva, Switzerland, 2013-9
作者: Linlin Chao; Jianhua Tao; Minghao Yang
收藏 | 浏览/下载：24/0 | 提交时间：2020/10/27
Affect Dimensions |
| Long Short Term Memory Recurrent Neural Network based Multimodal Dimensional Emotion Recognition 会议论文
Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, Brisbane, Australia, 2015-11
作者: Linlin Chao; Jianhua Tao; Minghao Yang; Ya Li; Zhengqi Wen
Adobe PDF(387Kb) | 收藏 | 浏览/下载：37/2 | 提交时间：2020/10/27
Multimodal |
