Otwarty dostęp

Research on automatic identification and evaluation method of piano playing skills based on convolutional neural network

  
21 mar 2025

Zacytuj
Pobierz okładkę

Li, W. (2022). Analysis of piano performance characteristics by deep learning and artificial intelligence and its application in piano teaching. Frontiers in Psychology, 12, 751406. Li W. ( 2022 ). Analysis of piano performance characteristics by deep learning and artificial intelligence and its application in piano teaching . Frontiers in Psychology , 12 , 751406 . Search in Google Scholar

Chen, Q. (2022, April). Intelligent system of piano performance evaluation framework based on multi-dimensional audio recognition algorithm. In 2022 6th International Conference on Trends in Electronics and Informatics (ICOEI) (pp. 82-85). IEEE. Chen Q. ( 2022 , April ). Intelligent system of piano performance evaluation framework based on multi-dimensional audio recognition algorithm . In 2022 6th International Conference on Trends in Electronics and Informatics (ICOEI) (pp. 82 - 85 ). IEEE . Search in Google Scholar

Kim, S., Park, J. M., Rhyu, S., Nam, J., & Lee, K. (2021). Quantitative analysis of piano performance proficiency focusing on difference between hands. PloS one, 16(5), e0250299. Kim S. Park J. M. Rhyu S. Nam J. Lee K. ( 2021 ). Quantitative analysis of piano performance proficiency focusing on difference between hands . PloS one , 16 ( 5 ), e0250299 . Search in Google Scholar

Burgoyne, A. P., Harris, L. J., & Hambrick, D. Z. (2019). Predicting piano skill acquisition in beginners: The role of general intelligence, music aptitude, and mindset. Intelligence, 76, 101383. Burgoyne A. P. Harris L. J. Hambrick D. Z. ( 2019 ). Predicting piano skill acquisition in beginners: The role of general intelligence, music aptitude, and mindset . Intelligence , 76 , 101383 . Search in Google Scholar

Park, J., Kim, J., Park, J. M., Choi, A., Li, W. S., Park, J., & Hwang, S. W. (2024). Piano performance evaluation dataset with multilevel perceptual features. Scientific Reports, 14(1), 23002. Park J. Kim J. Park J. M. Choi A. Li W. S. Park J. Hwang S. W. ( 2024 ). Piano performance evaluation dataset with multilevel perceptual features . Scientific Reports , 14 ( 1 ), 23002 . Search in Google Scholar

Wang, W., Pan, J., Yi, H., Song, Z., & Li, M. (2021). Audio-based piano performance evaluation for beginners with convolutional neural network and attention mechanism. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 29, 1119-1133. Wang W. Pan J. Yi H. Song Z. Li M. ( 2021 ). Audio-based piano performance evaluation for beginners with convolutional neural network and attention mechanism . IEEE/ACM Transactions on Audio, Speech, and Language Processing , 29 , 1119 - 1133 . Search in Google Scholar

Wiseheart, M., D’Souza, A. A., & Chae, J. (2017). Lack of spacing effects during piano learning. Plos one, 12(8), e0182986. Wiseheart M. D’Souza A. A. Chae J. ( 2017 ). Lack of spacing effects during piano learning . Plos one , 12 ( 8 ), e0182986 . Search in Google Scholar

Morijiri, Y., & Welch, G. F. (2022). Decisions on the quality of piano performance: Evaluation of self and others. Frontiers in Psychology, 13, 954261. Morijiri Y. Welch G. F. ( 2022 ). Decisions on the quality of piano performance: Evaluation of self and others . Frontiers in Psychology , 13 , 954261 . Search in Google Scholar

Cui, Y. (2023). Vocal music performance evaluation system based on neural network and its application in piano teaching. Revista Ibérica de Sistemas e Tecnologias de Informação, (E55), 451-464. Cui Y. ( 2023 ). Vocal music performance evaluation system based on neural network and its application in piano teaching . Revista Ibérica de Sistemas e Tecnologias de Informação, (E55) , 451 - 464 . Search in Google Scholar

Hu, Y. (2024). Research on Piano Performance and Emotional Expression. The Educational Review, USA, 8(9), 1151-1155. Hu Y. ( 2024 ). Research on Piano Performance and Emotional Expression . The Educational Review, USA , 8 ( 9 ), 1151 - 1155 . Search in Google Scholar

Qi, H., & She, C. (2023). Research on Improving Piano Performance Evaluation Method in Piano Assisted Online Education. International Journal of Advanced Computer Science and Applications, 14(8). Qi H. She C. ( 2023 ). Research on Improving Piano Performance Evaluation Method in Piano Assisted Online Education . International Journal of Advanced Computer Science and Applications , 14 ( 8 ). Search in Google Scholar

Novosiadla, I. (2023). Psychophysiological factors of effective development of piano technique of future music teachers. Scientific Bulletin of Mukachevo State University. Series “Pedagogy and Psychology, 9(1), 47-58. Novosiadla I. ( 2023 ). Psychophysiological factors of effective development of piano technique of future music teachers . Scientific Bulletin of Mukachevo State University. Series “Pedagogy and Psychology , 9 ( 1 ), 47 - 58 . Search in Google Scholar

Campayo-Muñoz, E., Cabedo-Mas, A., & Hargreaves, D. (2020). Intrapersonal skills and music performance in elementary piano students in Spanish conservatories: Three case studies. International Journal of Music Education, 38(1), 93-112. Campayo-Muñoz E. Cabedo-Mas A. Hargreaves D. ( 2020 ). Intrapersonal skills and music performance in elementary piano students in Spanish conservatories: Three case studies . International Journal of Music Education , 38 ( 1 ), 93 - 112 . Search in Google Scholar

Yang, J., Zhou, Y., & Lu, Y. (2023). Multimedia Identification and Analysis Algorithm of Piano Performance Music Based on Deep Learning. Journal of Electrical Systems, 19(4). Yang J. Zhou Y. Lu Y. ( 2023 ). Multimedia Identification and Analysis Algorithm of Piano Performance Music Based on Deep Learning . Journal of Electrical Systems , 19 ( 4 ). Search in Google Scholar

Kim, S., Park, J. M., Rhyu, S., Nam, J., & Lee, K. (2021). Quantitative analysis of piano performance proficiency focusing on difference between hands. PloS one, 16(5), e0250299. Kim S. Park J. M. Rhyu S. Nam J. Lee K. ( 2021 ). Quantitative analysis of piano performance proficiency focusing on difference between hands . PloS one , 16 ( 5 ), e0250299 . Search in Google Scholar

Peng, J. (2024). Digital technologies: potential for piano education. Interactive Learning Environments, 32(8), 3996-4008. Peng J. ( 2024 ). Digital technologies: potential for piano education . Interactive Learning Environments , 32 ( 8 ), 3996 - 4008 . Search in Google Scholar

Zhang, Y., Cai, D., & Zhang, D. (2024). Application and algorithm optimization of music emotion recognition in piano performance evaluation. Environment and Social Psychology, 9(4). Zhang Y. Cai D. Zhang D. ( 2024 ). Application and algorithm optimization of music emotion recognition in piano performance evaluation . Environment and Social Psychology , 9 ( 4 ). Search in Google Scholar

Griffith, K. R., Ramos, A. L., Hill, K. E., & Miguel, C. F. (2018). Using equivalence-based instruction to teach piano skills to college students. Journal of Applied Behavior Analysis, 51(2), 207-219. Griffith K. R. Ramos A. L. Hill K. E. Miguel C. F. ( 2018 ). Using equivalence-based instruction to teach piano skills to college students . Journal of Applied Behavior Analysis , 51 ( 2 ), 207 - 219 . Search in Google Scholar

Abdumutalibovich, A. M. (2020). Methods of working with studies in piano lessons at the University. Asian Journal of Multidimensional Research (AJMR), 9(7), 49-55. Abdumutalibovich A. M. ( 2020 ). Methods of working with studies in piano lessons at the University . Asian Journal of Multidimensional Research (AJMR) , 9 ( 7 ), 49 - 55 . Search in Google Scholar

Poorni R. & Madhavan P.. (2024). An implementation of intelligent YOLOv3-based anomaly detection model from crowded video scenarios with optimized ensemble pattern extraction. The Imaging Science Journal(8),1147-1168. Poorni R. Madhavan P. ( 2024 ). An implementation of intelligent YOLOv3-based anomaly detection model from crowded video scenarios with optimized ensemble pattern extraction . The Imaging Science Journal ( 8 ), 1147 - 1168 . Search in Google Scholar

Changjiang Niu. (2024). The application of improved DTW algorithm in sports posture recognition. Systems and Soft Computing200163-200163. Niu Changjiang ( 2024 ). The application of improved DTW algorithm in sports posture recognition . Systems and Soft Computing 200163 - 200163 . Search in Google Scholar

Jiquan Shen,Yaning Jiang,Junwei Luo & Wei Wang. (2024). MPE-HRNetL: A Lightweight High-Resolution Network for Multispecies Animal Pose Estimation. Sensors(21),6882-6882. Shen Jiquan Jiang Yaning Luo Junwei Wang Wei ( 2024 ). MPE-HRNetL: A Lightweight High-Resolution Network for Multispecies Animal Pose Estimation . Sensors ( 21 ), 6882 - 6882 . Search in Google Scholar

Zhenming Yang,Chenyu Yuan,Akhtar Munir,Siyuan Ge & Chunfang Wang. (2025). Enhancing dynamic target reconstruction and tracking based on ghost imaging and deep convolutional neural networks. Optics Communications131224-131224. Yang Zhenming Yuan Chenyu Munir Akhtar Ge Siyuan Wang Chunfang ( 2025 ). Enhancing dynamic target reconstruction and tracking based on ghost imaging and deep convolutional neural networks . Optics Communications 131224 - 131224 . Search in Google Scholar

Język:
Angielski
Częstotliwość wydawania:
1 razy w roku
Dziedziny czasopisma:
Nauki biologiczne, Nauki biologiczne, inne, Matematyka, Matematyka stosowana, Matematyka ogólna, Fizyka, Fizyka, inne