Development of an accessible system to enhance driving instruction for individuals with hearing impairments

dc.contributor.authorPeralta, Dianaeng
dc.contributor.authorCaicedo Escorcia, Giovanni Rafaeleng
dc.contributor.authorDuarte Rueda, Adolfoeng
dc.date.accessioned2025-02-06 00:00:00
dc.date.available2025-02-06 00:00:00
dc.date.issued2025-02-06
dc.description.abstractThis development took place within the framework of Resolution 20223040030355 from the Ministry of Transportation of Colombia, which states that individuals with hearing disabilities have the right to obtain driver’s licenses. Consequently, driving schools must adapt their methodologies to facilitate the participation of these individuals in classes. With the aim of improving these processes for deaf individuals during practical driving lessons, a prototype was created. This prototype incorporates an algorithm to process voice commands and route them to a speech recognition model called VOSK, along with a graphical interface implemented in Python using the PyQt5 library. Tests were conducted during practical sessions in vehicles at a driving school in the city, and a socialization session with members of an association of individuals with hearing disabilities resulted in mostly positive outcomes. The project’s approach introduces innovative methodologies compared to those used in other countries, contributing to educational and inclusive advancement through technology.eng
dc.format.mimetypeapplication/pdfeng
dc.identifier.doi10.32397/tesea.vol6.n1.617
dc.identifier.eissn2745-0120
dc.identifier.urlhttps://doi.org/10.32397/tesea.vol6.n1.617
dc.language.isoengeng
dc.publisherUniversidad Tecnológica de Bolívareng
dc.relation.bitstreamhttps://revistas.utb.edu.co/tesea/article/download/617/444
dc.relation.citationeditionNúm. 1 , Año 2025 : Transactions on Energy Systems and Engineering Applicationseng
dc.relation.citationendpage14
dc.relation.citationissue1eng
dc.relation.citationstartpage1
dc.relation.citationvolume6eng
dc.relation.ispartofjournalTransactions on Energy Systems and Engineering Applicationseng
dc.relation.referencesLizeth Macklauth Delgado Amaya, Maryi Betzabeth Herreño Vargas, et al. Revisión Documental: El estado actual de las investigaciones desarrolladas sobre discriminación hacia personas con discapacidad auditiva en países Latinoamericanos de habla hispana entre los años 2009 al primer trimestre de 2018. PhD thesis, Corporación Universitaria Minuto de Dios, 2018. [2] Ministerio de Transporte de Colombia. Por lo cual se modifica el numeral dos del anexo i de la resolución 207 de 2014. https://www.mintransporte.gov.co, April 2022. Resolución 20223040030355. [3] Jamie Dow, Lucie Boucher, David Carr, Judith Charlton, Linda Hill, Sjaan Koppel, Roy Lilly, Richard Marottoli, Desmond O’Neill, Mark Rapoport, Christine Roy, Bernard Sévigny, Neil Swirsky, Emmanuelle Gagné, Claude Giroux, and Tamara Rader. Does hearing loss affect the risk of involvement in a motor vehicle crash? Journal of Transport amp; Health, 26:101387, September 2022. [4] Admira Beha. Self-assessment of driving abilities of deaf and hearing drivers. European Journal of Humanities and Social Sciences, 2(6):70–75, November 2022. [5] J. Rogers. Teaching deaf people to drive, 2022. [6] Samah Abbas, Hassanin Al-Barhamtoshy, and Fahad Alotaibi. Towards an arabic sign language (arsl) corpus for deaf drivers. PeerJ Computer Science, 7:e741, November 2021. [7] Mwaffaq Otoom, Mohammad A. Alzubaidi, and Rama Aloufee. Novel navigation assistive device for deaf drivers. Assistive Technology, 34(2):129–139, January 2020. [8] INSOR. Caracterización de ciudadanos, usuarios y grupos de interés, 2020. [9] Jaeyoung Huh, Sangjoon Park, Jeong Eun Lee, and Jong Chul Ye. Improving medical speech-to-text accuracy using vision-language pre-training models. IEEE Journal of Biomedical and Health Informatics, 28(3):1692–1703, 2023. [10] Rostislav Kolobov, Olga Okhapkina, Olga Omelchishina, Andrey Platunov, Roman Bedyakin, Vyacheslav Moshkin, Dmitry Menshikov, and Nikolay Mikhaylovskiy. Mediaspeech: Multilanguage asr benchmark and dataset. arXiv preprint arXiv:2103.16193, 2021. [11] Joshua M Willman. Getting Started with PyQt, page 1–11. Apress, 2022. [12] Departamento de Cooperación y Asistencia Técnica and Servicio Nacional de la Discapacidad. Recomendaciones sobre accesibilidad audiovisual, 2019.eng
dc.rightsDiana Peralta, Giovanni Caicedo, Adolfo Duarte Rueda - 2025eng
dc.rights.accessrightsinfo:eu-repo/semantics/openAccesseng
dc.rights.coarhttp://purl.org/coar/access_right/c_abf2eng
dc.rights.creativecommonsThis work is licensed under a Creative Commons Attribution 4.0 International License.eng
dc.rights.urihttps://creativecommons.org/licenses/by/4.0eng
dc.sourcehttps://revistas.utb.edu.co/tesea/article/view/617eng
dc.subjectdisabilitieseng
dc.subjectdrivingeng
dc.subjecthearingeng
dc.subjectPyQt5eng
dc.subjectVoskeng
dc.titleDevelopment of an accessible system to enhance driving instruction for individuals with hearing impairmentsspa
dc.title.translatedDevelopment of an accessible system to enhance driving instruction for individuals with hearing impairmentsspa
dc.typeArtículo de revistaspa
dc.type.coarhttp://purl.org/coar/resource_type/c_6501eng
dc.type.coarversionhttp://purl.org/coar/version/c_970fb48d4fbd8a85eng
dc.type.contentTexteng
dc.type.driverinfo:eu-repo/semantics/articleeng
dc.type.localJournal articleeng
dc.type.versioninfo:eu-repo/semantics/publishedVersioneng

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