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CASIA OpenIR
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WavDepressionNet: Automatic Depression Level Prediction via Raw Speech Signals 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2024, 卷号: 15, 期号: 1, 页码: 285-296
作者:  Niu, Mingyue;  Tao, Jianhua;  Li, Yongwei;  Qin, Yong;  Li, Ya
收藏  |  浏览/下载：4/0  |  提交时间：2024/07/03
Assessment block  depression level prediction  representation block  speech signals  WavDepressionNet  
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：133/0  |  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  
Speech Emotion Recognition via Contrastive Loss under Siamese Networks 会议论文
, Seoul, Republic of Korea, 22-26 October, 2018
作者:  Zheng Lian;  Ya Li;  Jianhua Tao;  Jian Huang
Adobe PDF(10778Kb)  |  收藏  |  浏览/下载：128/29  |  提交时间：2021/06/16
Combining Emotional History Through Multimodal Fusion Methods 会议论文
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, Kaohsiung, Taiwan, 2013-11
作者:  Linlin Chao;  Jianhua Tao;  Minghao Yang;  Ya Li
收藏  |  浏览/下载：29/0  |  提交时间：2020/10/27
Emotion Recognition  
Improving generation performance of speech emotion recognition by denoising autoencoders 会议论文
The 9th International Symposium on Chinese Spoken Language Processing, Singapore, 2014-9
作者:  Linlin Chao;  Jianhua Tao;  Minghao Yang;  Ya Li
收藏  |  浏览/下载：25/0  |  提交时间：2020/10/27
Speech Emotion Recognition  
Multi-scale Temporal Modeling for Dimensional Emotion Recognition in Video 会议论文
Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, Orlando, Florida, 2014-11
作者:  Linlin Chao;  Jianhua Tao;  Minghao Yang;  Ya Li
收藏  |  浏览/下载：54/0  |  提交时间：2020/10/27
Affective Computing  
Multi Task Sequence Learning for Depression Scale Prediction from Video 会议论文
International Conference on Affective Computing and Intelligent Interaction, Xi'an, China, 2015-9
作者:  Linlin Chao;  Jianhua Tao;  Minghao Yang;  Ya Li
收藏  |  浏览/下载：36/0  |  提交时间：2020/10/27
Depression Recognition  
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  
Long Short Term Memory Recurrent Neural Network based Encoding Method for Emotion Recognition in Video 会议论文
ICASSP2016, Shanghai, China, 2016-3
作者:  Linlin Chao;  Jianhua Tao;  Minghao Yang;  Ya Li;  Zhengqi Wen
收藏  |  浏览/下载：74/0  |  提交时间：2020/10/27
Emotion Recognition  
Distilling Knowledge from an Ensemble of Models for Punctuation Prediction 会议论文
, Stockholm, Sweden, August 20–24, 2017
作者:  Yi, Jiangyan;  Tao, Jianhua;  Wen, Zhengqi;  Li, Ya
收藏  |  浏览/下载：66/0  |  提交时间：2020/10/27
Transfer Learning  Knowledge Distillation  Ensemble  Neural Network  Punctuation Prediction