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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
Authors:  Niu, Mingyue;  Tao, Jianhua;  Li, Yongwei;  Qin, Yong;  Li, Ya
Favorite  |  View/Download:6/0  |  Submit date:2024/07/03
Assessment block  depression level prediction  representation block  speech signals  WavDepressionNet  
Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 180-193
Authors:  Zhengyan Zhang;  Guangxuan Xiao;  Yongwei Li;  Tian Lv;  Fanchao Qi;  Zhiyuan Liu;  Yasheng Wang;  Xin Jiang;  Maosong Sun
Adobe PDF(1649Kb)  |  Favorite  |  View/Download:54/16  |  Submit date:2024/04/23
Pre-trained language models  backdoor attacks  transformers  natural language processing (NLP)  computer vision (CV)  
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
Authors:  Peng, Zhichao;  Zeng, Hua;  Li, Yongwei;  Du, Yegang;  Dang, Jianwu
Favorite  |  View/Download:83/0  |  Submit date: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
Authors:  Li, Xingfeng;  Shi, Xiaohan;  Hu, Desheng;  Li, Yongwei;  Zhang, Qingchen;  Wang, Zhengxia;  Unoki, Masashi;  Akagi, Masato
Favorite  |  View/Download:101/0  |  Submit date: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
Authors:  Liu, Yang;  Xia, Yuqi;  Sun, Haoqin;  Meng, Xiaolei;  Bai, Jianxiong;  Guan, Wenbo;  Zhao, Zhen;  LI, Yongwei
Favorite  |  View/Download:109/0  |  Submit date: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
Authors:  Peng, Zhichao;  He, Wenhua;  Li, Yongwei;  Du, Yegang;  Dang, Jianwu
Favorite  |  View/Download:95/0  |  Submit date:2023/11/17
categorical emotion recognition  auditory signal processing  modulation-filtered cochleagram  multi-level attention  
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
Authors:  Fan, Cunhang;  Xie, Heng;  Tao, Jianhua;  Li, Yongwei;  Pei, Guanxiong;  Li, Taihao;  Lv, Zhao
Favorite  |  View/Download:151/0  |  Submit date:2023/11/15
Electroencephalogram  Emotion recognition  Capsule network  Residual Long-Short Term Memory  
F-0-Noise-Robust Glottal Source and Vocal Tract Analysis Based on ARX-LF Model 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 卷号: 29, 页码: 3375-3383
Authors:  Li, Yongwei;  Tao, Jianhua;  Erickson, Donna;  Liu, Bin;  Akagi, Masato
Favorite  |  View/Download:154/0  |  Submit date:2021/12/28
Speech recognition  Iterative methods  Production  Estimation  Brain modeling  Shape  Low-frequency noise  Glottal source  vocal tract  source-filter model  ARX-LF model  
Simultaneous Estimation of Glottal Source Waveforms and Vocal Tract Shapes from Speech Signals Based on ARX-LF Model 期刊论文
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2020, 卷号: 92, 期号: 8, 页码: 831-838
Authors:  Li, Yongwei;  Sakakibara, Ken-Ichi;  Akagi, Masato
Favorite  |  View/Download:210/0  |  Submit date:2020/08/03
Glottal source waveform  Vocal tract shape  ARX-LF model  
Clustering Algorithm-Based Data Fusion Scheme for Robust Cooperative Spectrum Sensing 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 5777-5786
Authors:  Zhang, Shunchao;  Wang, Yonghua;  Wan, Pin;  Zhuang, Jiawei;  Zhang, Yongwei;  Li, Yi
Favorite  |  View/Download:258/0  |  Submit date:2020/06/02
Cognitive radio  robust cooperative spectrum sensing  sensing data fusion  K-medoids clustering algorithm  Mean-shift clustering algorithm