Research on Business English Translation Framework Based on Speech Recognition and Wireless Communication
Author(s) -
Leida Wu,
Lianguan Wu
Publication year - 2021
Publication title -
mobile information systems
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.346
H-Index - 34
eISSN - 1875-905X
pISSN - 1574-017X
DOI - 10.1155/2021/5575541
Subject(s) - computer science , word error rate , translation (biology) , reliability (semiconductor) , speech translation , speech recognition , wireless , error detection and correction , natural language processing , construct (python library) , process (computing) , artificial intelligence , machine translation , algorithm , computer network , telecommunications , programming language , biochemistry , chemistry , power (physics) , physics , quantum mechanics , messenger rna , gene
In order to improve the accuracy of English translation, reduce the error rate of translation results, and increase the correction rate of translation, this paper proposes a business English translation architecture design based on speech recognition and wireless communication. The architecture is partitioned according to the functions of the overall system design, and the voice acquisition module, voice processing module, and peripheral circuit module are designed according to functional requirements. Among them, speech recognition helps users to perform language translation to reduce the possibility of errors in the translation process. At the same time, it uses wireless communication technology to construct a business English translation corpus to meet the personal needs of users. The paper also uses an improved translation model for translation error correction and intelligent proofreading, which improves the reliability of translation results. Experimental results show that the system has a high error correction rate and error correction rate, and the translation results have a certain degree of reliability, which fully verifies the effectiveness and application value of the system.
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