Article

Linguistic and Acoustic Biomarkers from Simulated Speech Reveal Early Cognitive Impairment Patterns in Alzheimer’s Disease

2026-04-08

Abstract excerpt

<h4>Background</h4> Alzheimer’s disease (AD) causes progressive decline in language and cognition. Automated speech analysis has emerged as a promising screening tool, yet clinical data scarcity limits progress. To address this, we generated a large-scale simulated speech dataset to model linguistic and acoustic deterioration across cognitive stages, Control, Mild Cognitive Impairment (MCI), and AD. <h4>Methods</...

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Literature Corpus work: 247db042-8eb9-58fc-96ee-77e83e883a07
DOI: 10.64898/2026.04.08.717162

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