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Do SpeechLMs Hear Their Own Opinions? Diagnosing and Mitigating Previous-Belief Contamination in Streaming Emotion Understanding

arXiv – CS AI|Haoyue Liu, Zhichao Wang, Ye Chen, Haonan Deng, Xiaoying Tang|August 24, 2026 at 04:00 AM

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