dc.contributor.author | Fahim, Sirajuim | |
dc.contributor.author | Murray, Niall | |
dc.contributor.author | Flynn, Ronan | |
dc.date.accessioned | 2022-03-31T13:56:06Z | |
dc.date.available | 2022-03-31T13:56:06Z | |
dc.date.copyright | 2022 | |
dc.date.issued | 2022 | |
dc.identifier.citation | Fahim, S.M., Murray, N., Flynn, R. (2022). Evaluating performance of commercial automatic speech recognition systems for speakers with dysarthria. Presented at TUS: MM Poster Presentation Seminar January 2022 | en_US |
dc.identifier.uri | http://research.thea.ie/handle/20.500.12065/3937 | |
dc.description.abstract | Dysarthria refers to motor neuron speech disorders that
limit the ability to control muscle groups used for speech
production. Dysarthric speech has reduced intelligibility
due to being slurry, breathy and slow compared to
typical speech. The modern advancements of automatic
speech recognition (ASR) and the increase of speechcontrolled systems raise the question on their
inclusiveness for speakers with dysarthria.
METHOD
RESULTS
DISCUSSIONAcknowledgement
This study was funded by AIT Presidents Doctoral
Scholarship
This study evaluated the performance of two popular
commercial ASR systems with dysarthric speech and
compared the performance with state-of-the-art
dysarthric speech ASR systems. | en_US |
dc.format | PDF | en_US |
dc.language.iso | eng | en_US |
dc.publisher | Technological University of the Shannon Midlands Midwest | en_US |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 International | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Speech recognition systems | en_US |
dc.subject | Dysarthria | en_US |
dc.subject | Motor neuron speech disorders | en_US |
dc.title | Evaluating performance of commercial automatic speech recognition systems for speakers with dysarthria | en_US |
dc.type | info:eu-repo/semantics/other | en_US |
dc.contributor.affiliation | Technological University of the Shannon Midlands Midwest | en_US |
dc.contributor.sponsor | TUS Midlands Midwest President's Doctoral Scholarship | en_US |
dc.identifier.orcid | https://orcid.org/ 0000-0003-4571-3920 | en_US |
dc.identifier.orcid | https://orcid.org/ 0000-0002-5919-0596 | en_US |
dc.identifier.orcid | https://orcid.org/ 0000-0002-6475-005X | en_US |
dc.rights.accessrights | info:eu-repo/semantics/openAccess | en_US |
dc.subject.department | Faculty of Engineering and Informatics TUS:MM | en_US |
dc.type.version | info:eu-repo/semantics/publishedVersion | en_US |