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The Complementary Role of Artificial Intelligence to Traditional Teaching Methods in Music Education and Its Educational Effectiveness

  
03 févr. 2025
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Jia, Y., Liu, S., & Jiang, S. (2019, September). Analysis of the development status of artificial intelligence technology at home and abroad. In 2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS) (pp. 195-198). IEEE. Jia Y. Liu S. Jiang S. ( 2019 , September ). Analysis of the development status of artificial intelligence technology at home and abroad . In 2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS) (pp. 195 - 198 ). IEEE . Search in Google Scholar

Miranda, E. R. (Ed.). (2021). Handbook of artificial intelligence for music. Cham: Springer. Miranda E. R. (Ed.). ( 2021 ). Handbook of artificial intelligence for music . Cham : Springer . Search in Google Scholar

Holland, S. (2013). Artificial intelligence in music education: A critical review. Readings in Music and Artificial Intelligence, 239-274. Holland S. ( 2013 ). Artificial intelligence in music education: A critical review . Readings in Music and Artificial Intelligence , 239 - 274 . Search in Google Scholar

Zhang, Z., Li, Z., Pan, J., Chen, W., & Bai, Q. (2022). Artificial Intelligence Development and Music Education System Reform in the Context of 5G Network. Wireless Communications and Mobile Computing, 2022(1), 2384794. Zhang Z. Li Z. Pan J. Chen W. Bai Q. ( 2022 ). Artificial Intelligence Development and Music Education System Reform in the Context of 5G Network . Wireless Communications and Mobile Computing , 2022 ( 1 ), 2384794 . Search in Google Scholar

Bai, J. (2022). Design of the Artificial Intelligence Vocal System for Music Education by Using Speech Recognition Simulation. Computational Intelligence and Neuroscience, 2022(1), 5066004. Bai J. ( 2022 ). Design of the Artificial Intelligence Vocal System for Music Education by Using Speech Recognition Simulation . Computational Intelligence and Neuroscience , 2022 ( 1 ), 5066004 . Search in Google Scholar

Kayis, M., Hardalaç, N., Ural, A. B., & Hardalaç, F. (2021). Artificial intelligence-based classification with classical Turkish music makams: Possibilities to Turkish music education. African Educational Research Journal, 9(2), 570-580. Kayis M. Hardalaç N. Ural A. B. Hardalaç F. ( 2021 ). Artificial intelligence-based classification with classical Turkish music makams: Possibilities to Turkish music education . African Educational Research Journal , 9 ( 2 ), 570 - 580 . Search in Google Scholar

Qian, C. (2023). Research on Human-centered Design in College Music Education to Improve Student Experience of Artificial Intelligence-based Information Systems. Journal of Information Systems Engineering and Management, 8(3), 23761. Qian C. ( 2023 ). Research on Human-centered Design in College Music Education to Improve Student Experience of Artificial Intelligence-based Information Systems . Journal of Information Systems Engineering and Management , 8 ( 3 ), 23761 . Search in Google Scholar

Della Ventura, M. (2019). Exploring the impact of artificial intelligence in music education to enhance the dyslexic student’s skills. In Learning Technology for Education Challenges: 8th International Workshop, LTEC 2019, Zamora, Spain, July 15–18, 2019, Proceedings 8 (pp. 14-22). Springer International Publishing. Della Ventura M. ( 2019 ). Exploring the impact of artificial intelligence in music education to enhance the dyslexic student’s skills . In Learning Technology for Education Challenges: 8th International Workshop, LTEC 2019, Zamora, Spain, July 15–18, 2019, Proceedings 8 (pp. 14 - 22 ). Springer International Publishing . Search in Google Scholar

Smith, M., Smaill, A., & Wiggins, G. A. (Eds.). (2013). Music Education: An Artificial Intelligence Approach: Proceedings of a Workshop Held as Part of AI-ED 93, World Conference on Artificial Intelligence in Education, Edinburgh, Scotland, 25 August 1993. Springer Science & Business Media. Smith M. Smaill A. Wiggins G. A. (Eds.). ( 2013 ). Music Education: An Artificial Intelligence Approach: Proceedings of a Workshop Held as Part of AI-ED 93, World Conference on Artificial Intelligence in Education, Edinburgh, Scotland, 25 August 1993 . Springer Science & Business Media . Search in Google Scholar

Yang, Y., Dolly, R. J., Alassafi, M. O., Slowik, A., & Alsaadi, F. E. (2023). Multi-source and heterogeneous online music education mechanism: an artificial intelligence-driven approach. Fractals, 31(06), 2340154. Yang Y. Dolly R. J. Alassafi M. O. Slowik A. Alsaadi F. E. ( 2023 ). Multi-source and heterogeneous online music education mechanism: an artificial intelligence-driven approach . Fractals , 31 ( 06 ), 2340154 . Search in Google Scholar

Chen, Y., & Sun, Y. (2024). The Usage of Artificial Intelligence Technology in Music Education System under Deep Learning. IEEE Access. Chen Y. Sun Y. ( 2024 ). The Usage of Artificial Intelligence Technology in Music Education System under Deep Learning . IEEE Access . Search in Google Scholar

Rizal, H., & Milyartini, R. (2024). Improving the quality of music education through applications based on Artificial Intelligence (AI). In SHS Web of Conferences (Vol. 197, p. 01004). EDP Sciences. Rizal H. Milyartini R. ( 2024 ). Improving the quality of music education through applications based on Artificial Intelligence (AI) . In SHS Web of Conferences (Vol. 197 , p. 01004 ). EDP Sciences . Search in Google Scholar

Pavlenko, O., Shcherbak, I., Viktoriia, H. U. R. A., Lihus, V., Maidaniuk, I., & Skoryk, T. (2022). Development of music education in virtual and extended reality. BRAIN. Broad Research in Artificial Intelligence and Neuroscience, 13(3), 308-319. Pavlenko O. Shcherbak I. Viktoriia H. U. R. A. Lihus V. Maidaniuk I. Skoryk T. ( 2022 ). Development of music education in virtual and extended reality . BRAIN. Broad Research in Artificial Intelligence and Neuroscience , 13 ( 3 ), 308 - 319 . Search in Google Scholar

Lv, H. Z. (2023). Innovative music education: Using an AI-based flipped classroom. Education and Information Technologies, 28(11), 15301-15316. Lv H. Z. ( 2023 ). Innovative music education: Using an AI-based flipped classroom . Education and Information Technologies , 28 ( 11 ), 15301 - 15316 . Search in Google Scholar

Peng, Y., & Wang, X. (2022). Online Education of a Music Flipped Classroom Based on Artificial Intelligence and Wireless Network. Wireless Communications & Mobile Computing. Peng Y. Wang X. ( 2022 ). Online Education of a Music Flipped Classroom Based on Artificial Intelligence and Wireless Network . Wireless Communications & Mobile Computing . Search in Google Scholar

Qiusi, M. (2022). Research on the improvement method of music education level under the background of AI technology. Mobile information systems, 2022(1), 7616619. Qiusi M. ( 2022 ). Research on the improvement method of music education level under the background of AI technology . Mobile information systems , 2022 ( 1 ), 7616619 . Search in Google Scholar

Hernández López, N. P., & Hu, X. (2024, July). Culturally Relevant Artificial Intelligence Education with Music for Secondary School Students. In International Conference on Artificial Intelligence in Education (pp. 375-381). Cham: Springer Nature Switzerland. Hernández López N. P. Hu X. ( 2024 , July ). Culturally Relevant Artificial Intelligence Education with Music for Secondary School Students . In International Conference on Artificial Intelligence in Education (pp. 375 - 381 ). Cham : Springer Nature Switzerland . Search in Google Scholar

Ye, F. (2020, February). A study on music education based on artificial intelligence. In IOP conference series: materials science and engineering (Vol. 750, No. 1, p. 012115). IOP Publishing. Ye F. ( 2020 , February ). A study on music education based on artificial intelligence . In IOP conference series: materials science and engineering (Vol. 750 , No. 1 , p. 012115 ). IOP Publishing . Search in Google Scholar

Yun, G. (2024, September). AI music teaching innovation research based on artificial intelligence technology. In AIP Conference Proceedings (Vol. 3131, No. 1). AIP Publishing. Yun G. ( 2024 , September ). AI music teaching innovation research based on artificial intelligence technology . In AIP Conference Proceedings (Vol. 3131 , No. 1 ). AIP Publishing . Search in Google Scholar

Hou, Y. (2020, October). Discussion on practice and promotion strategy of college music education informatization based on artificial intelligence. In 2020 International Conference on Computers, Information Processing and Advanced Education (CIPAE) (pp. 114-116). IEEE. Hou Y. ( 2020 , October ). Discussion on practice and promotion strategy of college music education informatization based on artificial intelligence . In 2020 International Conference on Computers, Information Processing and Advanced Education (CIPAE) (pp. 114 - 116 ). IEEE . Search in Google Scholar

Holster, J. (2024). Augmenting Music Education through AI: Practical Applications of ChatGPT. Music Educators Journal, 110(4), 36-42. Holster J. ( 2024 ). Augmenting Music Education through AI: Practical Applications of ChatGPT . Music Educators Journal , 110 ( 4 ), 36 - 42 . Search in Google Scholar

Liu, J. (2022). The auxiliary role of college music in teaching in view of artificial intelligence. Mobile Information Systems, 2022(1), 2693199. Liu J. ( 2022 ). The auxiliary role of college music in teaching in view of artificial intelligence . Mobile Information Systems , 2022 ( 1 ), 2693199 . Search in Google Scholar

Zhang, J., & Wan, J. (2020, April). A summary of the application of artificial intelligence in music education. In International Conference on education, economics and information management (ICEEIM 2019) (pp. 42-44). Atlantis Press. Zhang J. Wan J. ( 2020 , April ). A summary of the application of artificial intelligence in music education . In International Conference on education, economics and information management (ICEEIM 2019) (pp. 42 - 44 ). Atlantis Press . Search in Google Scholar

Yang, H. (2020). The influence of information technology on traditional music teaching in colleges and universities. In Cyber Security Intelligence and Analytics: Proceedings of the 2020 International Conference on Cyber Security Intelligence and Analytics (CSIA 2020), Volume 2 (pp. 524-529). Springer International Publishing. Yang H. ( 2020 ). The influence of information technology on traditional music teaching in colleges and universities . In Cyber Security Intelligence and Analytics: Proceedings of the 2020 International Conference on Cyber Security Intelligence and Analytics (CSIA 2020) , Volume 2 (pp. 524 - 529 ). Springer International Publishing . Search in Google Scholar

Chen Jingyuan & Liu Hongfeng. (2024). Effects of Smart Classroom on Students’ Learning Outcomes: A Meta-Analysis. International Journal of Web-Based Learning and Teaching Technologies (IJWLTT)(1), 1-16. Chen Jingyuan Liu Hongfeng . ( 2024 ). Effects of Smart Classroom on Students’ Learning Outcomes: A Meta-Analysis . International Journal of Web-Based Learning and Teaching Technologies (IJWLTT)(1) , 1 - 16 . Search in Google Scholar

Xin Min, Wei Li, Ruiqi Han, Tianlong Ji & Weidong Xie. (2024). Graph neural collaborative filtering with medical content-aware pre-training for treatment pattern recommendation. Pattern Recognition Letters210-217. Xin Min Wei Li Ruiqi Han Tianlong Ji Weidong Xie . ( 2024 ). Graph neural collaborative filtering with medical content-aware pre-training for treatment pattern recommendation . Pattern Recognition Letters 210 - 217 . Search in Google Scholar

Zhenpeng Zhang. (2024). Personalized resource recommendation method of student online learning platform based on LSTM and collaborative filtering. Journal of Intelligent Systems(1), Zhenpeng Zhang . ( 2024 ). Personalized resource recommendation method of student online learning platform based on LSTM and collaborative filtering . Journal of Intelligent Systems(1) , Search in Google Scholar

Guosong Wu, Chunhong Wen & Hecai Jiang. (2025). Wushu Movement Recognition System Based on DTW Attitude Matching Algorithm. Entertainment Computing100877-100877. Guosong Wu Chunhong Wen Hecai Jiang . ( 2025 ). Wushu Movement Recognition System Based on DTW Attitude Matching Algorithm . Entertainment Computing 100877 - 100877 . Search in Google Scholar

MengJuan Han. (2024). Systematic financial risk detection based on DTW dynamic algorithm and sensor network. Measurement: Sensors101257-101257. MengJuan Han . ( 2024 ). Systematic financial risk detection based on DTW dynamic algorithm and sensor network . Measurement: Sensors 101257 - 101257 . Search in Google Scholar