A zero-shot AudioLLM can classify speech as cognitively normal or impaired with accuracy close to supervised baselines, although prompt selection and small margins temper the claim.
Subtle changes in daily functioning predict conversion from normal to mild cognitive impairment or dementia: an analysis of the NACC database,
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Zero-Shot Cognitive Impairment Detection from Speech Using AudioLLM
A zero-shot AudioLLM can classify speech as cognitively normal or impaired with accuracy close to supervised baselines, although prompt selection and small margins temper the claim.