Integrating Fine-Grained Audio-Visual Evidence for Robust Multimodal Emotion Reasoning

Zhixian Zhao, Wenjie Tian, Lei Xie

Multimodal emotion analysis is shifting from static classification to generative reasoning. Beyond simple label prediction, robust affective reasoning must synthesize fine-grained…