Multimedia Network English Reading Teaching Model Based on Speech Recognition Confidence Learning Algorithm

With deepening internationalization, English has become an increasingly important communication tool. Because traditional English teaching has short teacher-student interaction time, lack of oral English training environment, and single learning method, the oral English teaching is not ideal, and th...

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Autor principal:	Chuanju Wang
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi Limited 2021
Materias:	Engineering (General). Civil engineering (General) TA1-2040 Mathematics QA1-939
Acceso en línea:	https://doaj.org/article/1bf2fb05439547c2ae77495939239b04
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spelling	oai:doaj.org-article:1bf2fb05439547c2ae77495939239b042021-11-22T01:11:07ZMultimedia Network English Reading Teaching Model Based on Speech Recognition Confidence Learning Algorithm1563-514710.1155/2021/5641528https://doaj.org/article/1bf2fb05439547c2ae77495939239b042021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/5641528https://doaj.org/toc/1563-5147With deepening internationalization, English has become an increasingly important communication tool. Because traditional English teaching has short teacher-student interaction time, lack of oral English training environment, and single learning method, the oral English teaching is not ideal, and the students’ “speaking” confidence is insufficient. Aimed at addressing the exposed problems of traditional English reading teaching, this paper proposes a multimedia-based English reading teaching mode. On this basis, establish a voice recognition phoneme network grid to detect the recognition results. Secondly, the lattice is used to generate the confusion network mesh, and the acoustic posterior probability is calculated. Then, the feature vector is input into the SVM classifier for confidence mark, and finally the feature is extracted by principal component analysis. The research shows that multimedia network teaching can teach more vividly, increasing the initiative of students. At the same time, it is shown that the speech recognition confidence learning algorithm can improve the language learning system.Chuanju WangHindawi LimitedarticleEngineering (General). Civil engineering (General)TA1-2040MathematicsQA1-939ENMathematical Problems in Engineering, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Engineering (General). Civil engineering (General) TA1-2040 Mathematics QA1-939
spellingShingle	Engineering (General). Civil engineering (General) TA1-2040 Mathematics QA1-939 Chuanju Wang Multimedia Network English Reading Teaching Model Based on Speech Recognition Confidence Learning Algorithm
description	With deepening internationalization, English has become an increasingly important communication tool. Because traditional English teaching has short teacher-student interaction time, lack of oral English training environment, and single learning method, the oral English teaching is not ideal, and the students’ “speaking” confidence is insufficient. Aimed at addressing the exposed problems of traditional English reading teaching, this paper proposes a multimedia-based English reading teaching mode. On this basis, establish a voice recognition phoneme network grid to detect the recognition results. Secondly, the lattice is used to generate the confusion network mesh, and the acoustic posterior probability is calculated. Then, the feature vector is input into the SVM classifier for confidence mark, and finally the feature is extracted by principal component analysis. The research shows that multimedia network teaching can teach more vividly, increasing the initiative of students. At the same time, it is shown that the speech recognition confidence learning algorithm can improve the language learning system.
format	article
author	Chuanju Wang
author_facet	Chuanju Wang
author_sort	Chuanju Wang
title	Multimedia Network English Reading Teaching Model Based on Speech Recognition Confidence Learning Algorithm
title_short	Multimedia Network English Reading Teaching Model Based on Speech Recognition Confidence Learning Algorithm
title_full	Multimedia Network English Reading Teaching Model Based on Speech Recognition Confidence Learning Algorithm
title_fullStr	Multimedia Network English Reading Teaching Model Based on Speech Recognition Confidence Learning Algorithm
title_full_unstemmed	Multimedia Network English Reading Teaching Model Based on Speech Recognition Confidence Learning Algorithm
title_sort	multimedia network english reading teaching model based on speech recognition confidence learning algorithm
publisher	Hindawi Limited
publishDate	2021
url	https://doaj.org/article/1bf2fb05439547c2ae77495939239b04
work_keys_str_mv	AT chuanjuwang multimedianetworkenglishreadingteachingmodelbasedonspeechrecognitionconfidencelearningalgorithm
_version_	1718418266712440832

Multimedia Network English Reading Teaching Model Based on Speech Recognition Confidence Learning Algorithm

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