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Research of Language Recognition Methods Based on Machine Learning

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dc.contributor.authorRybakova, A. Y.
dc.contributor.authorKhabarov, D. L.
dc.contributor.authorBazanov, V. V.
dc.contributor.authorKuchebo, A. V.
dc.contributor.authorZavgorodnii, M.
dc.date.accessioned2024-11-29T15:29:15Z
dc.date.available2024-11-29T15:29:15Z
dc.date.issued2021
dc.description.abstract© 2021 IEEE.This article is focused on speech recognition methods research and analysis of their efficiency. It presents a review of the most known ways to convert a person's speech into text, their effectiveness, and complexity in exploitation. The article scribes the application of machine learning in speech recognition tasks. A program was developed with a neural network for the research realization-a new technique of speech translation automation. The experiment provides information about comparing methods of speech recognition and analyzing the results of using them. Conclusions about the further realization of the research were drawn based on these results.
dc.format.extentС. 438-442
dc.identifier.citationResearch of Language Recognition Methods Based on Machine Learning / Rybakova, A.Y. [et al.] // Proceedings of the 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, ElConRus 2021. - 2021. - P. 438-442. - 10.1109/ElConRus51938.2021.9396491
dc.identifier.doi10.1109/ElConRus51938.2021.9396491
dc.identifier.urihttps://www.doi.org/10.1109/ElConRus51938.2021.9396491
dc.identifier.urihttps://www.scopus.com/record/display.uri?eid=2-s2.0-85104730682&origin=resultslist
dc.identifier.urihttp://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=Alerting&SrcApp=Alerting&DestApp=WOS_CPL&DestLinkType=FullRecord&UT=WOS:000669709800099
dc.identifier.urihttps://openrepository.mephi.ru/handle/123456789/24050
dc.relation.ispartofProceedings of the 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, ElConRus 2021
dc.titleResearch of Language Recognition Methods Based on Machine Learning
dc.typeConference Paper
dspace.entity.typePublication
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relation.isOrgUnitOfPublication.latestForDiscovery010157d0-1f75-46b2-ab5b-712e3424b4f5
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