Duration of the rhotic approximant /ô/ in spastic dysarthria of different severity levels
dc.contributor | Aalto-yliopisto | fi |
dc.contributor | Aalto University | en |
dc.contributor.author | Gurugubelli, Krishna | en_US |
dc.contributor.author | Vuppala, Anil | en_US |
dc.contributor.author | Nonavinakere Prabhakera, Narendra | en_US |
dc.contributor.author | Alku, Paavo | en_US |
dc.contributor.department | Department of Signal Processing and Acoustics | en |
dc.contributor.groupauthor | Speech Communication Technology | en |
dc.contributor.organization | International Institute of Information Technology Hyderabad | en_US |
dc.date.accessioned | 2020-12-31T08:39:36Z | |
dc.date.available | 2020-12-31T08:39:36Z | |
dc.date.embargo | info:eu-repo/date/embargoEnd/2023-01-01 | en_US |
dc.date.issued | 2020-12 | en_US |
dc.description.abstract | Dysarthria 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.version | Peer reviewed | en |
dc.format.extent | 8 | |
dc.format.extent | 61-68 | |
dc.format.mimetype | application/pdf | en_US |
dc.identifier.citation | Gurugubelli, 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.2020.09.006 | en |
dc.identifier.doi | 10.1016/j.specom.2020.09.006 | en_US |
dc.identifier.issn | 0167-6393 | |
dc.identifier.issn | 1872-7182 | |
dc.identifier.other | PURE UUID: 3852f1b8-1704-4e34-9def-fc3c452f58ca | en_US |
dc.identifier.other | PURE ITEMURL: https://research.aalto.fi/en/publications/3852f1b8-1704-4e34-9def-fc3c452f58ca | en_US |
dc.identifier.other | PURE LINK: http://www.scopus.com/inward/record.url?scp=85092348055&partnerID=8YFLogxK | en_US |
dc.identifier.other | PURE FILEURL: https://research.aalto.fi/files/51742904/Speech_Communication_gurugubelli_et_al.pdf | en_US |
dc.identifier.uri | https://aaltodoc.aalto.fi/handle/123456789/101453 | |
dc.identifier.urn | URN:NBN:fi:aalto-2020123160274 | |
dc.language.iso | en | en |
dc.publisher | Elsevier | |
dc.relation.ispartofseries | Speech Communication | en |
dc.relation.ispartofseries | Volume 125 | en |
dc.rights | openAccess | en |
dc.subject.keyword | Rhotic approximant | en_US |
dc.subject.keyword | Dysarthria | en_US |
dc.subject.keyword | Quasi-closed-phase analysis | en_US |
dc.title | Duration of the rhotic approximant /ô/ in spastic dysarthria of different severity levels | en |
dc.type | A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä | fi |