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20242026
most citedSteering Language Model to Stable Speech Emotion Recognition via Contextual Perception and Chain of Thought

2 citations · 5 across the 18 of their papers we have counts for

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cs.MM2026

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…

cs.MM2025

DualDub: Video-to-Soundtrack Generation via Joint Speech and Background Audio Synthesis

Wenjie Tian, Xinfa Zhu, Haohe Liu +6

While recent video-to-audio (V2A) models can generate realistic background audio from visual input, they largely overlook speech, an essential part of many video soundtracks. This…