Publication: Research of Language Recognition Methods Based on Machine Learning
Дата
2021
Авторы
Rybakova, A. Y.
Khabarov, D. L.
Bazanov, V. V.
Kuchebo, A. V.
Zavgorodnii, M.
Journal Title
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Издатель
Аннотация
© 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.
Описание
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Цитирование
Research 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
URI
https://www.doi.org/10.1109/ElConRus51938.2021.9396491
https://www.scopus.com/record/display.uri?eid=2-s2.0-85104730682&origin=resultslist
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https://openrepository.mephi.ru/handle/123456789/24050
https://www.scopus.com/record/display.uri?eid=2-s2.0-85104730682&origin=resultslist
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=Alerting&SrcApp=Alerting&DestApp=WOS_CPL&DestLinkType=FullRecord&UT=WOS:000669709800099
https://openrepository.mephi.ru/handle/123456789/24050