Experience of intelligent speech robot in music online classroom based on deep learning and virtual reality

被引:0
|
作者
Ying, Zhong [1 ]
机构
[1] Xinyu Univ, Sch Art, Xinyu 338004, Jiangxi, Peoples R China
关键词
Deep learning; Virtual reality; Intelligent voice robots; Music online classroom; ARTIFICIAL-INTELLIGENCE;
D O I
10.1016/j.entcom.2024.100795
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This study designs and implements an intelligent voice robot music online classroom teaching platform, providing students with a more personalized and interactive learning experience. Research the application of deep learning technology to establish a speech recognition model for music teaching, achieving accurate recognition and understanding of student speech; Combining speech recognition technology and robot interaction technology, construct an intelligent speech robot teaching platform to achieve interactive speech learning; Finally, utilizing virtual reality technology to create an immersive music teaching environment, enhancing students' sense of participation and learning effectiveness. Through research and analysis of the needs of students and teachers, the functions and characteristics of the intelligent voice robot music online classroom teaching platform have been determined. We have established a comprehensive platform architecture and implemented functional modules such as speech recognition, virtual reality environment construction, and teaching resource management. Designed diverse interactive teaching and learning modes, enhancing the fun and effectiveness of learning. This study successfully designed and implemented an intelligent voice robot music online classroom teaching platform based on deep learning and virtual reality, injecting new vitality and possibilities into music teaching.
引用
收藏
页数:7
相关论文
共 50 条
  • [21] Deep Learning-Based Interactive Dashboard for Enhancing Online Classroom Experience Through Student Emotion Analysis
    Ganesan, Priyanka
    Jagatheesaperumal, Senthil Kumar
    Gobhinath, I.
    Venkatraman, Vishnu
    Gaftandzhieva, Silvia N.
    Doneva, Rositsa Zh.
    IEEE ACCESS, 2024, 12 : 91140 - 91153
  • [22] Gaze Estimation Based on Head Movements in Virtual Reality Applications using Deep Learning
    Soccini, Agata Marta
    2017 IEEE VIRTUAL REALITY (VR), 2017, : 413 - 414
  • [23] Virtual reality rendering methods for training deep learning, analysing landscapes, and preventing virtual reality sickness
    Fukuda, Tomohiro
    Novak, Marcos
    Fujii, Hiroyuki
    Pencreach, Yoann
    INTERNATIONAL JOURNAL OF ARCHITECTURAL COMPUTING, 2021, 19 (02) : 190 - 207
  • [24] Comparative evaluation of learning technologies using a randomized controlled trial: Virtual reality, augmented reality, online video platforms, and traditional classroom learning
    Wiafe, Isaac
    Ekpezu, Akon Obu
    Gyamera, Gifty Oforiwaa
    Winful, Fiifi Baffoe Payin
    Atsakpo, Elikem Doe
    Nutropkor, Charles
    Gulliver, Stephen
    EDUCATION AND INFORMATION TECHNOLOGIES, 2025,
  • [25] Object Detection and Recognition of Intelligent Service Robot Based on Deep Learning
    Zhang, Yanan
    Wang, Hongyu
    Xu, Fang
    2017 IEEE INTERNATIONAL CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS (CIS) AND IEEE CONFERENCE ON ROBOTICS, AUTOMATION AND MECHATRONICS (RAM), 2017, : 171 - 176
  • [26] Implementation of Intelligent Indoor Service Robot Based on ROS and Deep Learning
    Liu, Mingyang
    Chen, Min
    Wu, Zhigang
    Zhong, Bin
    Deng, Wangfen
    MACHINES, 2024, 12 (04)
  • [27] Physics-based virtual reality for task learning and intelligent disassembly planning
    Aleotti, Jacopo
    Caselli, Stefano
    VIRTUAL REALITY, 2011, 15 (01) : 41 - 54
  • [28] Physics-based virtual reality for task learning and intelligent disassembly planning
    Jacopo Aleotti
    Stefano Caselli
    Virtual Reality, 2011, 15 : 41 - 54
  • [29] Research on Handwritten Note Recognition in Digital Music Classroom Based on Deep Learning
    Wang, Yanfang
    JOURNAL OF INTERNET TECHNOLOGY, 2021, 22 (06): : 1443 - +
  • [30] Research on computer vision enhancement in intelligent robot based on machine learning and deep learning
    Ding, Yuhan
    Hua, Lisha
    Li, Shunlei
    NEURAL COMPUTING & APPLICATIONS, 2022, 34 (04) : 2623 - 2635