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Development of the Music Teaching System Based on Speech Recognition and Artificial Intelligence.

Authors :
Zhichao, Zhang
Source :
Security & Communication Networks; 12/13/2022, p1-11, 11p
Publication Year :
2022

Abstract

Intelligent music teaching is the direction of subsequent reforms in music teaching methods. In order to improve the intelligence of music teaching, this paper conducts research on speech recognition technology. The speech conversion system based on Multiscale Star GAN extracts different levels of multiscale features of the global features of music utterance through the multiscale structure, which enhances the details of the converted speech and uses residual connections to alleviate the problem of gradient disappearance and enable the network to spread more deeply. In addition, after improving the speech recognition algorithm, this paper combines the needs of music teaching to construct a music teaching system based on speech recognition and artificial intelligence and designs system functional modules. Finally, this paper evaluates the performance of the system constructed in this paper by means of teaching experiments. From the experimental analysis, it can be seen that the system constructed in this paper has a good teaching effect. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19390114
Database :
Complementary Index
Journal :
Security & Communication Networks
Publication Type :
Academic Journal
Accession number :
160762472
Full Text :
https://doi.org/10.1155/2022/3900336