Tag: speech analysis
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Early Detection of Alzheimer’s Disease from Short Speech Samples: Lightweight, Interpretable Linguistic Markers
Overview Detecting Alzheimer’s disease (AD) early is a global priority as timely intervention can slow progression and enhance quality of life. Recent research demonstrates that brief speech samples, when analyzed with lightweight and interpretable linguistic markers, can reveal early cognitive changes associated with AD. This approach focuses on practical, scalable tools that clinicians, caregivers, and…
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Early Alzheimer’s Detection from Short Speech Samples Using Lightweight, Interpretable Linguistic Markers
Introduction Early detection of Alzheimer’s disease (AD) remains a critical frontier in neurology. Researchers are increasingly turning to linguistics and natural language processing to identify subtle changes in speech that precede more obvious cognitive decline. This article reviews how short speech samples can be leveraged to detect AD risk using lightweight, interpretable linguistic markers. The…
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Early Alzheimer’s Detection from Short Speech Samples Using Lightweight, Interpretable Linguistic Markers
Overview Early detection of Alzheimer’s disease (AD) remains a critical goal for enabling timely interventions, planning, and care. Recent research explores how short, naturalistic speech samples can reveal subtle linguistic and cognitive changes that precede formal diagnosis. By combining lightweight linguistic markers with interpretable models, researchers aim to create practical screening tools that clinicians, caregivers,…