A Sensitivity Analysis of Multi-Event Audio Grounding in Audio LLMs

Taehan Lee, Jaehan Jung, Hyukjun Lee

Audio LLMs have shown a strong ability to understand audio samples, yet their reliability in complex acoustic scenes remains under-explored. Unlike prior work limited to small scal…