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MRUF: Multi-granularity Routing with Uncertainty-Aware Fusion for Robust Multimodal Sentiment Analysis
Haoran Ma, Yinfeng Yu, Liejun Wang
Multimodal sentiment analysis relies on language, visual, and acoustic cues, but utterance-level modality quality may vary due to occlusion, background noise, motion blur, or imper…
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…
EAD-Net: Emotion-Aware Talking Head Generation with Spatial Refinement and Temporal Coherence
Yahui Li, Yinfeng Yu, Liejun Wang +1
Emotionally talking head video generation aims to generate expressive portrait videos with accurate lip synchronization and emotional facial expressions. Current methods rely on si…
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…