Zhao, Sicheng;Jiang, Jing;Tang, Wenbo;Zhu, Jiankun;Chen, Hui;Xu, Pengfei;Schuller, Bjorn W.;Tao, Jianhua;Yao, Hongxun;Ding, Guiguang
Multi-source multi-modal domain adaptation
Inf Fusion
2025
117

Zhu, Lixian;Wang, Rui;Jin, Xiaokun;Li, Yuwen;Tian, Fuze;Cai, Ran;Qian, Kun;Hu, Xiping;Hu, Bin;Yamamoto, Yoshiharu;Schuller, Bjorn W
Explainable Depression Classification Based on EEG Feature Selection From Audio Stimuli.
IEEE Trans Neural Syst Rehabil Eng
2025
33
1411-1426

Xie, Jiangjian;Wang, Yingqi;Qian, Xinyuan;Zhang, Junguo;Schuller, Bjorn W.
Improving Bird Vocalization Recognition in Open-Set Cross-Corpus Scenarios With Semantic Feature Reconstruction and Dual Strategy Scoring
IEEE Signal Process Lett
2025
32
1515-1519

Yang, Yang;Liang, Ruiyu;Ni, Ye;Xie, Yue;Zou, Cairong;Schuller, Bjoern W.
A Non-Intrusive Speech Quality Evaluation Framework for Hearing Aids Based on Speech Label Assistance and Multi-Task Learning Strategy
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
2025
33
3332-3346

Sun, Qiyang;Akman, Alican;Jing, Xin;Milling, Manuel;Schuller, Bjorn W.
Audio-Based Kinship Verification Using Age Domain Conversion
IEEE Signal Process Lett
2025
32
301-305

Sun, Yanfei;Zhou, Yuanyuan;Xu, Xinzhou;Qi, Jin;Xu, Feiyi;Ren, Zhao;Schuller, Bjoern W.
Weakly-Supervised Depression Detection in Speech Through Self-Learning Based Label Correction
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
2025
33
748-758

Triantafyllopoulos, Andreas;Tsangko, Iosif;Gebhard, Alexander;Mesaros, Annamaria;Virtanen, Tuomas;Schuller, Bjorn W.
Computer Audition: From Task-Specific Machine Learning to Foundation Models
Proc. IEEE
2025

Abbas, Rizwan;Schuller, Bjorn W.;Li, Xuewei;Lin, Chi;Li, Xi
Emotion recognition in live broadcasting: a multimodal deep learning framework
Multimedia Syst
2025
31
3

Niu, Mingyue;Wang, Xu;Gong, Jibing;Liu, Bin;Tao, Jianhua;Schuller, Bjoern W.
Depression Scale Dictionary Decomposition Framework for Multimodal Automatic Depression Level Prediction
IEEE Trans. Circuits Syst. Video Technol.
2025
35
6
6195-6210

Sun, Qiyang;Akman, Alican;Schuller, Bjorn W.
Explainable Artificial Intelligence for Medical Applications: A Review
ACM Trans. Comput. Healthc.
2025
6
2