Jia-Kai Dong

TAU: A BENCHMARK FOR CULTURAL SOUND UNDERSTANDING BEYOND SEMANTICS

Large audio-language models are advancing rapidly, yet most evaluations emphasize speech or globally sourced sounds, overlooking culturally distinctive cues. This gap raises a critical question: can current models generalize to localized, non-semantic audio that communities instantly recognize but o…