Audio-R1: Audio Reasoning through Reinforcement Learning on Self-Supervised Tasks.

arXiv:2610.34609v1 Announce Type: cross Abstract: Reasoning is increasingly important for large audio-language models (LALMs), yet remains relatively underexplored compared with text-only and vision-language models. We introduce Audio-R1, a reinforcement learn