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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：11/0  |  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  
EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition 会议论文
, Dublin, Ireland, 20-24 August 2023
作者:  Haiyang Sun;  Zheng Lian;  Bin Liu;  Ying Li;  Licai Sun;  Cong Cai;  Jianhua Tao;  Meng Wang;  Yuan Cheng
Adobe PDF(826Kb)  |  收藏  |  浏览/下载：39/10  |  提交时间：2024/05/31
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：81/0  |  提交时间：2024/02/22
modulation-filtered cochleagram  parallel attention recurrent neural network  dimensional emotion recognition  auditory signal processing  noise-robust  
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：98/0  |  提交时间：2023/11/17
Affective computing  speech emotion recognition  acoustic representation  music theory and speech analysis  
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：106/0  |  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：94/0  |  提交时间：2023/11/17
categorical emotion recognition  auditory signal processing  modulation-filtered cochleagram  multi-level attention