Do Audio LLMs Listen Before They Act? Diagnosing Acoustic-Context Gating in Voice Agents.

arXiv:2609.32536v1 Announce Type: cross Abstract: Audio language models can recognize spoken commands and invoke tools, but an agent must first decide whether the acoustic and conversational context warrants action. We introduce VGBench, a 1,018-item diagnosti