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Cross-Space Synergy: A Unified Framework for Multimodal Emotion Recognition in Conversation
Xiaosen Lyu, Jiayu Xiong, Yuren Chen +3
Multimodal Emotion Recognition in Conversation (MERC) aims to predict speakers' emotions by integrating textual, acoustic, and visual cues. Existing approaches either struggle to c…
cs.SD2025
AudioRWKV: Efficient and Stable Bidirectional RWKV for Audio Pattern Recognition
Jing Wang, Maoxiang Wu, Jiayu Xiong +2
Recently, Transformers (e.g., Audio Spectrogram Transformers, AST) and state-space models (e.g., Audio Mamba, AuM) have achieved remarkable progress in audio modeling. However, the…