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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![](/image/person.jpg)
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:15/0  |  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
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:145/0  |  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 |
| ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion 会议论文 , 美国纽约, 2020-2-7 作者: Feihu Che ; Dawei Zhang ; Jianhua Tao ; Mingyue Niu ; Bocheng Zhao![](/image/person.jpg)
Adobe PDF(880Kb)  |   收藏  |  浏览/下载:234/42  |  提交时间:2022/06/20 |
| 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![](/image/person.jpg)
Adobe PDF(1041Kb)  |   收藏  |  浏览/下载:205/63  |  提交时间:2021/06/16 |
| Automatic Depression Level Detection via lp-norm Pooling 会议论文 , 奥地利格拉茨, 2019-9 作者: Mingyue Niu ; Jianhua Tao ; Bin Liu ; Cunhang Fan![](/image/person.jpg)
Adobe PDF(403Kb)  |   收藏  |  浏览/下载:142/46  |  提交时间:2021/06/01 |
| 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![](/image/person.jpg)
Adobe PDF(1629Kb)  |   收藏  |  浏览/下载:216/58  |  提交时间:2021/06/01 |
| DISCRIMINATIVE VIDEO REPRESENTATION WITH TEMPORAL ORDER FOR MICRO-EXPRESSION RECOGNITION 会议论文 , 英国布莱顿, 2019-5 作者: Mingyue Niu ; Jianhua Tao ; Ya Li ; Jianhuang; Zheng Lian![](/image/person.jpg)
Adobe PDF(493Kb)  |   收藏  |  浏览/下载:226/65  |  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:215/63  |  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![](/image/person.jpg)
Adobe PDF(2831Kb)  |   收藏  |  浏览/下载:245/66  |  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 |
| 基于音视频的自动抑郁检测研究 学位论文 , 北京: 中国科学院自动化研究所, 2021 作者: 牛明月![](/image/person.jpg)
Adobe PDF(3264Kb)  |   收藏  |  浏览/下载:262/7  |  提交时间:2021/06/01 多模态抑郁检测 面部纹理细节 MFCC的时空属性 池化的范数类型 关键的音视频帧 注意力机制 模态互补信息 |