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Towards interpretable speech biomarkers: exploring MFCCs

Towards interpretable speech biomarkers: exploring MFCCs

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e0ea7c4330da4036a2bfa9add0fd51ff

Towards interpretable speech biomarkers: exploring MFCCs

About this item

Full title

Towards interpretable speech biomarkers: exploring MFCCs

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2023-12, Vol.13 (1), p.22787-22787, Article 22787

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

While speech biomarkers of disease have attracted increased interest in recent years, a challenge is that features derived from signal processing or machine learning approaches may lack clinical interpretability. As an example, Mel frequency cepstral coefficients (MFCCs) have been identified in several studies as a useful marker of disease, but are...

Alternative Titles

Full title

Towards interpretable speech biomarkers: exploring MFCCs

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_e0ea7c4330da4036a2bfa9add0fd51ff

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e0ea7c4330da4036a2bfa9add0fd51ff

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-023-49352-2

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