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SURE-Voice: A Front-End Baseline for Speech-Evidence Filtering in Speech LLMs

Geng, Mengzhe
arXiv (OAI Expanded) · Papers
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computation-and-languagesound
Speech language models (speech LLMs) can generate plausible outputs from audio that contains no usable speech evidence. We study this failure as a pre-generation support-estimation problem and present SURE-Voice, a training-free front end that decides whether an audio prompt contains intelligible sp
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