Publication
Voice pathologies : the most comum features and classification tools
| dc.contributor.author | Fernandes, Joana Filipa Pinto | |
| dc.contributor.author | Freitas, Diamantino Silva | |
| dc.contributor.author | Teixeira, João Paulo | |
| dc.date.accessioned | 2022-11-22T11:19:18Z | |
| dc.date.available | 2022-11-22T11:19:18Z | |
| dc.date.issued | 2021 | |
| dc.description.abstract | Speech pathologies are quite common in society, however the exams that exist are invasive, making them uncomfortable for patients and depending on the experience of the clinician who performs the assessment. Hence the need to develop non-invasive methods, which allow objective and efficient analysis. Taking this need into account in this work, the most promising list of features and classifiers was identified. As features, jitter, shimmer, HNR, LPC, PLP, and MFCC were identified and as classifiers CNN, RNN and LSTM. This study intends to develop a device to support medical decision, however this article already presents the system interface. | pt_PT |
| dc.description.version | info:eu-repo/semantics/publishedVersion | pt_PT |
| dc.identifier.citation | Fernandes, Joana Filipa; Freitas, Diamantino; Teixeira, João Paulo (2021). Voice pathologies : the most comum features and classification tools. In 16th Iberian Conference on Information Systems and Technologies, CISTI 2021. p. 1-6 | pt_PT |
| dc.identifier.doi | 10.23919/CISTI52073.2021.9476466 | pt_PT |
| dc.identifier.uri | http://hdl.handle.net/10198/26133 | |
| dc.language.iso | eng | pt_PT |
| dc.relation | Research Centre in Digitalization and Intelligent Robotics | |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | pt_PT |
| dc.subject | Voice pathologies | pt_PT |
| dc.subject | Acoustic parameters | pt_PT |
| dc.subject | Speech signa | pt_PT |
| dc.subject | Neural networks | pt_PT |
| dc.title | Voice pathologies : the most comum features and classification tools | pt_PT |
| dc.type | conference paper | |
| dspace.entity.type | Publication | |
| oaire.awardTitle | Research Centre in Digitalization and Intelligent Robotics | |
| oaire.awardURI | info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F05757%2F2020/PT | |
| oaire.citation.conferencePlace | Chaves | pt_PT |
| oaire.citation.endPage | 6 | pt_PT |
| oaire.citation.startPage | 1 | pt_PT |
| oaire.citation.title | 16th Iberian Conference on Information Systems and Technologies, CISTI 2021 | pt_PT |
| oaire.fundingStream | 6817 - DCRRNI ID | |
| person.familyName | Teixeira | |
| person.givenName | João Paulo | |
| person.identifier | 663194 | |
| person.identifier.ciencia-id | 4F15-B322-59B4 | |
| person.identifier.orcid | 0000-0002-6679-5702 | |
| person.identifier.rid | N-6576-2013 | |
| person.identifier.scopus-author-id | 57069567500 | |
| project.funder.identifier | http://doi.org/10.13039/501100001871 | |
| project.funder.name | Fundação para a Ciência e a Tecnologia | |
| rcaap.rights | openAccess | pt_PT |
| rcaap.type | conferenceObject | pt_PT |
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