Duration of the rhotic approximant /ô/ in spastic dysarthria of different severity levels

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorGurugubelli, Krishnaen_US
dc.contributor.authorVuppala, Anilen_US
dc.contributor.authorNonavinakere Prabhakera, Narendraen_US
dc.contributor.authorAlku, Paavoen_US
dc.contributor.departmentDepartment of Signal Processing and Acousticsen
dc.contributor.groupauthorSpeech Communication Technologyen
dc.contributor.organizationInternational Institute of Information Technology Hyderabaden_US
dc.date.accessioned2020-12-31T08:39:36Z
dc.date.available2020-12-31T08:39:36Z
dc.date.embargoinfo:eu-repo/date/embargoEnd/2023-01-01en_US
dc.date.issued2020-12en_US
dc.description.abstractDysarthria is a motor speech disorder leading to imprecise articulation of speech. Acoustic analysis capable of detecting and assessing articulation errors is useful in dysarthria diagnosis and therapy. Since speakers with dysarthria experience difficulty in producing rhotics due to complex articulatory gestures of these sounds, the hypothesis of the present study is that duration of the rhotic approximant /ô/ distinguishes dysarthric speech of different severity levels. Duration measurements were conducted using the third formant (F3) trajectories estimated from quasi-closed-phase (QCP) spectrograms. Results indicate that the severity level of spastic dysarthria has a significant effect on duration of /ô/. In addition, the phonetic context has a significant effect on duration of /ô/, the I-r-E context showing the largest difference in /ô/ duration between dysarthric speech of the highest severity levels and healthy speech. The results of this preliminary study can be used in the future to develop signal processing and machine learning methods to automatically predict the severity level of spastic dysarthria from speech signals.en
dc.description.versionPeer revieweden
dc.format.extent8
dc.format.extent61-68
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationGurugubelli, K, Vuppala, A, Nonavinakere Prabhakera, N & Alku, P 2020, ' Duration of the rhotic approximant /ô/ in spastic dysarthria of different severity levels ', Speech Communication, vol. 125, pp. 61-68 . https://doi.org/10.1016/j.specom.2020.09.006en
dc.identifier.doi10.1016/j.specom.2020.09.006en_US
dc.identifier.issn0167-6393
dc.identifier.issn1872-7182
dc.identifier.otherPURE UUID: 3852f1b8-1704-4e34-9def-fc3c452f58caen_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/3852f1b8-1704-4e34-9def-fc3c452f58caen_US
dc.identifier.otherPURE LINK: http://www.scopus.com/inward/record.url?scp=85092348055&partnerID=8YFLogxKen_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/51742904/Speech_Communication_gurugubelli_et_al.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/101453
dc.identifier.urnURN:NBN:fi:aalto-2020123160274
dc.language.isoenen
dc.publisherElsevier
dc.relation.ispartofseriesSpeech Communicationen
dc.relation.ispartofseriesVolume 125en
dc.rightsopenAccessen
dc.subject.keywordRhotic approximanten_US
dc.subject.keywordDysarthriaen_US
dc.subject.keywordQuasi-closed-phase analysisen_US
dc.titleDuration of the rhotic approximant /ô/ in spastic dysarthria of different severity levelsen
dc.typeA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessäfi

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