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Dementia Detection from Speech Using Machine Learning and Deep Learning Architectures

Dementia Detection from Speech Using Machine Learning and Deep Learning Architectures

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_afa01ea5965e49daa875a218ce4fc0b5

Dementia Detection from Speech Using Machine Learning and Deep Learning Architectures

About this item

Full title

Dementia Detection from Speech Using Machine Learning and Deep Learning Architectures

Publisher

Switzerland: MDPI AG

Journal title

Sensors (Basel, Switzerland), 2022-11, Vol.22 (23), p.9311

Language

English

Formats

Publication information

Publisher

Switzerland: MDPI AG

More information

Scope and Contents

Contents

Dementia affects the patient’s memory and leads to language impairment. Research has demonstrated that speech and language deterioration is often a clear indication of dementia and plays a crucial role in the recognition process. Even though earlier studies have used speech features to recognize subjects suffering from dementia, they are often used...

Alternative Titles

Full title

Dementia Detection from Speech Using Machine Learning and Deep Learning Architectures

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_afa01ea5965e49daa875a218ce4fc0b5

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_afa01ea5965e49daa875a218ce4fc0b5

Other Identifiers

ISSN

1424-8220

E-ISSN

1424-8220

DOI

10.3390/s22239311

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