Application and Effectiveness Analysis of Transfer Learning Algorithm in Vocal Skill Enhancement

[1] Sun, J. (2020). Research on resource allocation of vocal music teaching system based on mobile edge computing. Computer Communications, 160, 342-350. SunJ. (2020). Research on resource allocation of vocal music teaching system based on mobile edge computing. Computer Communications, 160, 342-350. Search in Google Scholar

[2] Han, X. (2022). Design of vocal music education system based on VR technology. Procedia Computer Science, 208, 5-11. HanX. (2022). Design of vocal music education system based on VR technology. Procedia Computer Science, 208, 5-11. Search in Google Scholar

[3] Wang, X. (2022). Design of vocal music teaching system platform for music majors based on artificial intelligence. Wireless Communications and Mobile Computing, 2022(1), 5503834. WangX. (2022). Design of vocal music teaching system platform for music majors based on artificial intelligence. Wireless Communications and Mobile Computing, 2022(1), 5503834. Search in Google Scholar

[4] Ovcharenko, N., Samoilenko, O., Moskva, O., & Chebotarenko, O. (2020). Innovative technologies in vocal training: Technological culture formation of future musical art teachers. Journal of History Culture and Art Research, 9(3), 115-126. OvcharenkoN.SamoilenkoO.MoskvaO. & ChebotarenkoO. (2020). Innovative technologies in vocal training: Technological culture formation of future musical art teachers. Journal of History Culture and Art Research, 9(3), 115-126. Search in Google Scholar

[5] Baker, V. D., & Cohen, N. (2017). University vocal training and vocal health of music educators and music therapists. Update: Applications of Research in Music Education, 35(3), 46-54. BakerV. D. & CohenN. (2017). University vocal training and vocal health of music educators and music therapists. Update: Applications of Research in Music Education, 35(3), 46-54. Search in Google Scholar

[6] Huang, X. (2021). The Role of Art Practice in Vocal Teaching [J]. World Scientific Research Journal, 7(7), 44-47. HuangX. (2021). The Role of Art Practice in Vocal Teaching [J]. World Scientific Research Journal, 7(7), 44-47. Search in Google Scholar

[7] Bremmer, M., & Nijs, L. (2020, June). The role of the body in instrumental and vocal music pedagogy: a dynamical systems theory perspective on the music Teacher’s bodily engagement in teaching and learning. In Frontiers in Education (Vol. 5, p. 79). Frontiers Media SA. BremmerM. & NijsL. (2020, June). The role of the body in instrumental and vocal music pedagogy: a dynamical systems theory perspective on the music Teacher’s bodily engagement in teaching and learning. In Frontiers in Education (Vol. 5, p. 79). Frontiers Media SA. Search in Google Scholar

[8] McPherson, G., & Welch, G. (Eds.). (2018). Vocal, Instrumental, and Ensemble Learning and Teaching: An Oxford Handbook of Music Education, Volume 3. Oxford University Press. McPhersonG. & WelchG. (Eds.). (2018). Vocal, Instrumental, and Ensemble Learning and Teaching: An Oxford Handbook of Music Education, Volume 3. Oxford University Press. Search in Google Scholar

[9] Nian, L., & Wang, F. (2017). On the importance of emotional cultivation in vocal music teaching. International Technology Management, 6(6), 3. NianL. & WangF. (2017). On the importance of emotional cultivation in vocal music teaching. International Technology Management, 6(6), 3. Search in Google Scholar

[10] Zhen, L. (2022). Research on mathematical teaching innovation strategy and best practices based on deep learning algorithm. Journal of Commercial Biotechnology, 27(3). ZhenL. (2022). Research on mathematical teaching innovation strategy and best practices based on deep learning algorithm. Journal of Commercial Biotechnology, 27(3). Search in Google Scholar

[11] Tang, C., & Zhang, J. (2022). An intelligent deep learning-enabled recommendation algorithm for teaching music students. Soft Computing, 26(20), 10591-10598. TangC. & ZhangJ. (2022). An intelligent deep learning-enabled recommendation algorithm for teaching music students. Soft Computing, 26(20), 10591-10598. Search in Google Scholar

[12] Chen, W., Liu, X., Qiao, L., Wang, J., & Zhao, Y. (2020). Construction of Virtual Reality‐Interactive Classroom Based on Deep Learning Algorithm. Wireless Communications and Mobile Computing, 2020(1), 8870536. ChenW.LiuX.QiaoL.WangJ. & ZhaoY. (2020). Construction of Virtual Reality‐Interactive Classroom Based on Deep Learning Algorithm. Wireless Communications and Mobile Computing, 2020(1), 8870536. Search in Google Scholar

[13] Hou, Y. (2022). Research on piano informatization teaching strategy based on deep learning. Mathematical Problems in Engineering, 2022(1), 5817752. HouY. (2022). Research on piano informatization teaching strategy based on deep learning. Mathematical Problems in Engineering, 2022(1), 5817752. Search in Google Scholar

[14] Niu, S., Liu, Y., Wang, J., & Song, H. (2020). A decade survey of transfer learning (2010–2020). IEEE Transactions on Artificial Intelligence, 1(2), 151-166. NiuS.LiuY.WangJ. & SongH. (2020). A decade survey of transfer learning (2010–2020). IEEE Transactions on Artificial Intelligence, 1(2), 151-166. Search in Google Scholar

[15] Simones, L. L. (2017). Beyond expectations in music performance modules in higher education: Rethinking instrumental and vocal music pedagogy for the twenty-first century. Music Education Research, 19(3), 252-262. SimonesL. L. (2017). Beyond expectations in music performance modules in higher education: Rethinking instrumental and vocal music pedagogy for the twenty-first century. Music Education Research, 19(3), 252-262. Search in Google Scholar

[16] Hui Deng. (2024). Improvement path of singing skills under the influence of cross-cultural communication in vocal music education. Applied Mathematics and Nonlinear Sciences(1). DengHui. (2024). Improvement path of singing skills under the influence of cross-cultural communication in vocal music education. Applied Mathematics and Nonlinear Sciences(1). Search in Google Scholar

[17] Shen Hexue. (2021). Application of Transfer Learning Algorithm and Real Time Speech Detection in Music Education Platform. SCIENTIFIC PROGRAMMING. HexueShen. (2021). Application of Transfer Learning Algorithm and Real Time Speech Detection in Music Education Platform. SCIENTIFIC PROGRAMMING. Search in Google Scholar

[18] Zhaopeng Qian & Kejing Xiao. (2023). A Survey of Automatic Speech Recognition for Dysarthric Speech. Electronics(20). QianZhaopeng & XiaoKejing. (2023). A Survey of Automatic Speech Recognition for Dysarthric Speech. Electronics(20). Search in Google Scholar