Convolutional neural network model by deep learning and teaching robot in keyboard musical instrument teaching.

ABSTRACT: Keyboard instruments play a significant role in the music teaching process, providing students with an enjoyable musical experience while enhancing their music literacy. This study aims to investigate the current state of keyboard instrument teaching in preschool education, identify existing challenges, and propose potential solutions using the literature review method. In response to identified shortcomings, this paper proposes integrating intelligent technology and subject teaching through the application of teaching robots in keyboard instrument education. Specifically, a Convolutional Neural Network model of Deep Learning is employed for system debugging, enabling the teaching robot to analyze students' images and movements during musical instrument play and deliver targeted teaching.

SUBMITTER: Liu J 

PROVIDER: S-EPMC10602282 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature