Do Modern Video-LLMs Need to Listen? A Benchmark Audit and Scalable Remedy
DGX agentarXiv:2509.17901v4 Announce Type: replace Abstract: Speech and audio encoders developed over years of community effort are routinely excluded from video understanding pipelines, not because they fail,