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cs.SD2026
ML-SAN: Multi-Level Speaker-Adaptive Network for Emotion Recognition in Conversations
Kexue Wang, Yinfeng Yu, Liejun Wang
To establish empathy with machines, it is essential to fully understand human emotional changes. However, research in multimodal emotion recognition often overlooks one problem: in…
cs.SD2026
Semantic-Emotional Resonance Embedding: A Semi-Supervised Paradigm for Cross-Lingual Speech Emotion Recognition
Ya Zhao, Yinfeng Yu, Liejun Wang
Cross-lingual Speech Emotion Recognition (CLSER) aims to identify emotional states in unseen languages. However, existing methods heavily rely on the semantic synchrony of complete…