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Omni-R1: Advancing Audio Question Answering with Text-Driven Reinforcement Learning and Auto-Generated...

Recent developments have shown that RL can significantly enhance the reasoning abilities of LLMs. Building on this progress, the study aims to improve Audio LLMs—models that process audio and text to perform tasks like question answering. The MMAU benchmark is a widely used dataset designed to evaluate these models,...