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#natural language process... Preprint Oct 2026

VocalGrad: Evaluating Acoustic Perception in Audio Language Models

Recent large audio language models (LALMs) have extended their capabilities beyond lexical speech understanding to tasks requiring paralinguistic and non-linguistic audio understanding, such as emotion recognition. However, these models still struggle to reliably utilize acoustic information, particularly when it co-oc...

Koki Ryu, Hitomi Yanaka · 0 citations

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