Enhancing Audio Reasoning via Semantic Summary Prediction

Francesco Bonzi, Pooneh Mousavi, Cem Subakan +1

Large Audio Language Models (LALMs) perform well on complex question answering but often show a reasoning gap, where explicit Chain-of-Thought (CoT) reduces accuracy compared to di…