Beyond Answer Changes: Matched Same-Class Controls for Local Audio Evidence.

arXiv:2610.37605v1 Announce Type: cross Abstract: For audio-language models, an answer change after a local sound-event edit can reflect a response to the event's class, sensitivity to waveform rewriting, or both. We compare matched same-class and different-cl