Alzheimer’s Dementia Speech (Audio vs. Text): Multi-Modal Machine Learning at High vs. Low Resolution

Automated techniques to detect Alzheimer’s Dementia through the use of audio recordings of spontaneous speech are now available with varying degrees of reliability. Here, we present a systematic comparison across different modalities, granularities and machine learning models to guide in choosing th...

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Bibliografski detalji

Glavni autori:	Prachee Priyadarshinee, Christopher Johann Clarke, Jan Melechovsky, Cindy Ming Ying Lin, Balamurali B. T., Jer-Ming Chen
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2023-03-01
Serija:	Applied Sciences
Teme:	Alzheimer’s Dementia deep learning text/acoustic analysis spontaneous speech
Online pristup:	https://www.mdpi.com/2076-3417/13/7/4244
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