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Steve Yevs

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#machine learning Preprint Sep 2026

EvoAudio: Recursive Self-Improvement for Audio Understanding

Audio language models understand what is said far better than how it sounds. Closing this gap takes more than data. Detailed acoustic annotation is costly, labels from stronger models inherit their errors and limits, and fixed data cannot adapt as the learner improves. We therefore propose EvoAudio, a recursive self-im...

Yu-Xiang Wang, Sheng-Bo Cai, Ying Shen et al. · 0 citations

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