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Technische Hochschule Nürnberg
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Speech-derived features can significantly enhance dementia assessments, even when critical nonverbal tests are omitted.
LLMs can achieve a 35% reduction in dementia assessment errors through structured feature extraction, highlighting their potential in clinical settings.
Finally, a large, clinically-validated German speech corpus is available to benchmark and advance speech-based Alzheimer's disease detection.