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
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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

Qian, Kun;Huang, Ruolan;Bao, Zhihao;Tan, Yang;Zhao, Zhonghao;Sun, Mengkai;Hu, Bin;Schuller, Bjorn W.;Yamamoto, Yoshiharu
Detecting somatisation disorder via speech: introducing the Shenzhen Somatisation Speech Corpus
Intell. Med.
2024
4
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Triantafyllopoulos, Andreas;Christ, Lukas;Gebhard, Alexander;Jing, Xin;Kathan, Alexander;Milling, Manuel;Tsangko, Iosif;Amiriparian, Shahin;Schuller, Bjoern W.
Beyond Deep Learning: Charting the Next Frontiers of Affective Computing
Intell. Comput.
2024
3

Wang, Zhengyu;Li, Ziqian;Yu, Xiang;Jia, Zirui;Xu, Xinzhou;Schuller, Bjorn W.
Cross-Scene Semantic Segmentation for Medical Surgical Instruments Using Structural Similarity-Based Partial Activation Networks
IEEE Trans. Med. Robotics Bionics
2024
6
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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