Development of music teaching system by using speech recognition and intelligent mobile remote device

被引:2
|
作者
Ye, Yan [1 ]
Zhang, Shenghuan [2 ]
机构
[1] Huaqiao Univ, Coll Mus & Dance, Xiamen 361000, Fujian, Peoples R China
[2] Jimei Univ, Sch Mus, Xiamen 361021, Fujian, Peoples R China
关键词
Speech recognition; Human-computer interaction intelligence; Music teaching; System development; GRAPHICAL USER-INTERFACE; IMPLEMENTATION; ALGORITHM; MACHINES;
D O I
10.1007/s13198-023-01950-z
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
With the development of voice recognition technology, its application in intelligent music teaching systems and the use of voice control systems to create intelligent classrooms have also become a very difficult problem. The speech recognition algorithm has been used in the research and application of the management of the intelligent music education system, and an improved endpoint recognition algorithm has been used. For example, the speech signal is preprocessed, offset, windowed, cropped, etc., and then endpoint detection is performed to reduce the amount of data. Through the hierarchical matching algorithm, some improvements have been made to the traditional DTW algorithm. Naturalness and efficiency are the themes of human-computer interaction technology. Nowadays, with the diversification of computer expression and the development of multiple human-computer interaction methods, multi-channel human-computer interaction technology has been developed, which combines multiple interaction methods. Voice recognition technology is used for the specific requirements of teachers, students and system administrators participating in distance education for the user role of distance music education. According to the characteristics of music education, a mobile learning platform suitable for music education and system analysis based on the software development process have been developed. It covers a wide range of fields, and the system application creates a comprehensive interactive platform for distance music education of mobile distance learning devices.
引用
收藏
页数:9
相关论文
共 50 条
  • [41] Content evaluation of mobile device applications for teaching music in elementary education
    Dominguez-Lloria, Sara
    Oliveira, Lia Raquel
    Diz-Otero, Mario
    Pino-Juste, Margarita
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 83 (16) : 49673 - 49688
  • [42] Content evaluation of mobile device applications for teaching music in elementary education
    Sara Domínguez-Lloria
    Lía Raquel Oliveira
    Mario Diz-Otero
    Margarita Pino-Juste
    Multimedia Tools and Applications, 2024, 83 : 49673 - 49688
  • [43] Design and Implementation of Artificial Intelligent Motorized Wheelchair System using Speech Recognition and Joystick
    Kim, L. H.
    Kang, S. I.
    Ryu, H. S.
    Jang, W. I.
    Lee, S. B.
    Pandya, A. S.
    CONTROL AND INTELLIGENT SYSTEMS, 2005, 33 (02)
  • [44] REMOTE MONITORING OF SPEECH IN HD USING MOBILE DEVICES
    Fahed, Vitoria S.
    Doheny, Emer P.
    Morgan-Jones, Philippa
    Mills, Laura
    Collazo, Carla
    Cubo, Esther
    Busse, Monica
    Lowery, Madeleine M.
    JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2021, 92 : A32 - A33
  • [45] Intelligent recognition system for viewpoint variations on gait and speech using CNN-CapsNet
    Linda, G. Merlin
    Lakshmi, N. V. S. Sree Rathna
    Murugan, N. Senthil
    Mahapatra, Rajendra Prasad
    Muthukumaran, V
    Sivaram, M.
    INTERNATIONAL JOURNAL OF INTELLIGENT COMPUTING AND CYBERNETICS, 2022, 15 (03) : 363 - 382
  • [46] Exercise Recognition System using Facial Image Information from a Mobile Device
    Kato, Kaho
    Xia, Chengshuo
    Sugiura, Yuta
    2021 IEEE 3RD GLOBAL CONFERENCE ON LIFE SCIENCES AND TECHNOLOGIES (IEEE LIFETECH 2021), 2021, : 268 - 272
  • [47] Design of the Artificial Intelligence Vocal System for Music Education by Using Speech Recognition Simulation
    Bai, Junqing
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [48] Research on Music Emotion Intelligent Recognition and Classification Algorithm in Music Performance System
    Huang, Chun
    Shen, Diao
    SCIENTIFIC PROGRAMMING, 2021, 2021
  • [49] An Intelligent Mobile-Enabled System for Diagnosing Parkinson Disease: Development and Validation of a Speech Impairment Detection System
    Zhang, Liang
    Qu, Yue
    Jin, Bo
    Jing, Lu
    Gao, Zhan
    Liang, Zhanhua
    JMIR MEDICAL INFORMATICS, 2020, 8 (09)
  • [50] Speech Recognition in reverberant environments using remote microphones
    Brayda, Luca
    Wellekens, Christian
    Matassoni, Marco
    Omologo, Maurizio
    ISM 2006: EIGHTH IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA, PROCEEDINGS, 2006, : 584 - 591