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TAC: Timestamped Audio Captioning

Kumar, Sonal et al.
arXiv (All) · Papers
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Large Audio Language Models struggle to disentangle overlapping events in complex acoustic scenes, yielding temporally inconsistent captions and frequent hallucinations. We introduce Timestamped Audio Captioner (TAC), a model that produces temporally grounded audio descriptions at varying degrees of
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