Automated speech analysis tools for children's speech production: A systematic literature review.
Purpose: A systematic search and review of published studies was conducted on the use of automated speech analysis (ASA) tools for analysing and modifying speech of typically-developing children learning a foreign language and children with speech sound disorders to determine (i) types, attributes,...
| Publicado en: | International Journal of Speech-Language Pathology Vol. 20; no. 6; pp. 583 - 599 |
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| Autores principales: | , , , , , |
| Formato: | research systematic review tables/charts Journal Article |
| Publicado: |
Taylor & Francis Ltd
Dec2018
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=134630153&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 134630153 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 17549507 8NBH jtl: International Journal of Speech-Language Pathology issn: 17549507 maglogo: Y pubinfo: dt: Dec2018 vid: 20 iid: 6 pid: 377 pub: Taylor & Francis Ltd place: Philadelphia, Pennsylvania artinfo: ui: 134630153 134630153 134630153 10.1080/17549507.2018.1477991 134630153 ppf: 583 ppct: 16 formats: fmt: @attributes: type: P tig: atl: Automated speech analysis tools for children's speech production: A systematic literature review. aug: au: MCKECHNIE, J. AHMED, B. GUTIERREZ-OSUNA, R. MONROE, P. MCCABE, P. BALLARD, K. J. affil: Faculty of Health Sciences, University of Sydney, Lidcombe, NSW, Australia sug: subj: Speech Production Measurement Automation Language Development In Infancy and Childhood English as a Second Language Articulation Disorders, Organic In Infancy and Childhood Judgment Clinical Assessment Tools Evaluation Human Systematic Review Meta Analysis Speech Intelligibility Language Processing Medline CINAHL Database ERIC Database Embase Child Adolescence Male Female Funding Source Child: 6-12 years Adolescent: 13-18 years Male Female ab: Purpose: A systematic search and review of published studies was conducted on the use of automated speech analysis (ASA) tools for analysing and modifying speech of typically-developing children learning a foreign language and children with speech sound disorders to determine (i) types, attributes, and purposes of ASA tools being used; (ii) accuracy against human judgment; and (iii) performance as therapeutic tools. Method: Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines were applied. Across nine databases, 32 articles published between January 2007 and December 2016 met inclusion criteria: (i) focussed on children's speech; (ii) tools used for speech analysis or modification; and (iii) reporting quantitative data on accuracy. Result: Eighteen ASA tools were identified. These met the clinical threshold of 80% agreement with human judgment when used as predictors of intelligibility, impairment severity, or error category. Tool accuracy was typically580% accuracy for words containing mispronunciations. ASA tools have been used effectively to improve to children's foreign language pronunciation. Conclusion: ASA tools show promise for automated analysis and modification of children's speech production within assessment and therapeutic applications. Further work is needed to train automated systems with larger samples of speech to increase accuracy for assessment and therapeutic feedback. pubtype: Academic Journal doctype: meta analysis research systematic review tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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