3 papers
cs.SD2026
When Tone and Words Disagree: Towards Robust Speech Emotion Recognition under Acoustic-Semantic Conflict
Dawei Huang, Yongjie Lv, Ruijie Xiong +2
Speech Emotion Recognition (SER) systems often assume congruence between vocal emotion and lexical semantics. However, in real-world interactions, acoustic-semantic conflict is com…
cs.MM2025
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding
Dawei Huang, Qing Li, Chuan Yan +9
Accurate emotion understanding in videos necessitates effectively recognizing and interpreting emotional states by integrating visual, textual, auditory, and contextual cues. Altho…
cs.HC2025
miMamba: EEG-based Emotion Recognition with Multi-scale Inverted Mamba Models
Xin Zhou, Dawei Huang, Xiaojing Peng +1
EEG-based emotion recognition holds significant potential in the field of brain-computer interfaces. A key challenge lies in extracting discriminative spatiotemporal features from…