2 papers
cs.LG2026
ReH-FUSE: Reliability-Aware Hierarchical Fusion of Experts for Multimodal Emotion Recognition in Conversation
Guan-Hua Wen, Hou-Chiang Tseng, Kuan-Yu Chen
Multimodal emotion recognition in conversation (ERC) requires adapting to the instance-dependent reliability of different evidence sources. Lexical content may be decisive, vocal e…
cs.LG2026
Dual-Scale State-Space Modeling with Speaker-Wise Dynamic CRF for Speech Emotion Recognition in Conversation
Guan-Hua Wen, Hou-Chiang Tseng, Kuan-Yu Chen
Conversational speech emotion recognition must reconcile acoustic evidence across temporal scales with two interaction processes: cross-speaker contextual influence and within-spea…