An automated speech analysis system for the detection of cognitive decline in elderly

The goal of this study is to develop and test an automated integrated speech analysis system for detecting mild cognitive impairment (MCI) and dementia in spontaneous free speech. During the years 2010–2016, speech recordings (N = 2800) were obtained from 200 Greek Cypriots over the age of 65. These...

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Vydáno v:	International journal of speech technology Ročník 26; číslo 2; s. 337 - 353
Hlavní autoři:	Loizou, Christos P., Pantzaris, Marios
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.07.2023 Springer Nature B.V
Témata:	Artificial Intelligence Automation Classification Classifiers Cognition Cognitive impairment Computer generated language analysis Dementia Engineering Freedom of speech Groups Mini-Mental State Examination Mobile phones Older people Signal,Image and Speech Processing Social Sciences Speech recognition Spontaneous speech Statistics Cognitive decline Glottal features Classification analysis Mild cognitive impairment Speech signal analysis Alzheimer’s Dementia
ISSN:	1381-2416, 1572-8110
On-line přístup:	Získat plný text
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