Open access
Jul 2026
Emotion-BIND for multimodal emotion recognition and reasoning.
Constructing Multimodal Emotion Recognition in Conversation (MERC) models is important for understanding affective states from text, audio, images, and video. Existing approaches often rely on linear layers for cross-modal feature alignment and freeze encoder parameters during training, which can introduce feature degr...
Qunli Tang, Qi Wang, Shouhao Zhang et al.
· Scientific Reports · 0 citations