Proceedings of the 4th International Conference on Modern Education and Information Management, ICMEIM 2023, September 8–10, 2023, Wuhan, China

Research Article

The Application of Speech Recognition in Education and Teaching

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  • @INPROCEEDINGS{10.4108/eai.8-9-2023.2340047,
        author={Jiahao  Mao and Yanhan  Wang and Xiangyu  Wang and Luhan  Yang and Yibo  Ding},
        title={The Application of Speech Recognition in Education and Teaching},
        proceedings={Proceedings of the 4th International Conference on Modern Education and Information Management, ICMEIM 2023, September 8--10, 2023, Wuhan, China},
        publisher={EAI},
        proceedings_a={ICMEIM},
        year={2023},
        month={11},
        keywords={mock exam random selection song recognition automatic scoring whisper},
        doi={10.4108/eai.8-9-2023.2340047}
    }
    
  • Jiahao Mao
    Yanhan Wang
    Xiangyu Wang
    Luhan Yang
    Yibo Ding
    Year: 2023
    The Application of Speech Recognition in Education and Teaching
    ICMEIM
    EAI
    DOI: 10.4108/eai.8-9-2023.2340047
Jiahao Mao1,*, Yanhan Wang1, Xiangyu Wang1, Luhan Yang1, Yibo Ding1
  • 1: Arts and Business College of London
*Contact email: HarryMaooxford@163.com

Abstract

With the inclusion of middle school music exams in the middle school entrance examination, teachers and students are increasingly valuing music learning. Music teachers hope to have a software that helps students simulate exams to help them experience the atmosphere of music exams in advance and overcome the problem of students forgetting words in a panic. The Whisper model has been used frequently recently, making it convenient and fast. Developing a music simulation exam system based on Whisper speech recognition can help teachers solve this difficulty. This paper designs and implements a WeChat mini program for the middle school music simulation exam system. The system is dedicated to simulating random questions during real exams, identifying songs sung by students through speech recognition, and automatically scoring. Students sing songs at the exam end and submit their test papers after singing. The system automatically grades students based on their singing performance. Teachers can view students’exam records and scores. The music simulation exam system based on Whisper speech recognition, ultimately designed and implemented in this article,helps middle school music teachers and students learn better.It not only solves the problem of teachers organizing simulation music exams,but also helps students test their own level.It has been tested in middle school music teaching and has achieved excellent feedback effects,indicating that the system has certain application value.