To effectively avoid subjective bias in manual evaluation. This article proposes a MIDI piano teaching performance evaluation method based on bidirectional LSTM. This method utilizes a three-layer bidirectional LSTM neural network mechanism to make it easier for the model to capture useful information. In addition, the Spark clustering training…

This study examines the restoration and transmission of the Phin Pia, a traditional Lanna musical instrument from Northern Thailand, with an emphasis on Pipatpong Srikitakornharidas. Commencing in 2001, Pipatpong implemented individualized oral teaching techniques, which subsequently progressed into systematic education, creating a Phin Pia…

The contemporary system of musical education is being transformed and adapted to technical capabilities. This research aimed to study the features of using digital technologies in teaching the saxophone in a Chinese conservatory based on the experience of saxophonists Du Yinjiao and Liu Yuan. To implement the educational process, the authors…

As cloud computing, big data, and AI advance, teachers increasingly leverage "cloud" technology for flexible and intelligent teaching. The "cloud classroom" is a growing trend, especially for instrumental music education. This paper examines the pros and cons of cloud-based instrumental music teaching, exploring how to adapt…

Chinese musical instruments, both traditional and borrowed, play a pivotal role in the traditional music revival and help musicians to communicate the message, and express the national rhythm and rich musical texture. The purpose of this paper is to conduct a comparative analysis of the learning effectiveness regarding courses via online platforms…

College piano teaching with multimedia technology has the characteristics of more intuitive teaching content and more convenient teaching methods. It has a significant auxiliary role in improving the teaching effect and cultivating personalized music talents. Therefore, educational circles and music festivals at home and abroad have also conducted…

The rapid advancement of generative AI technologies is increasingly accompanied by their broader application across various sectors, particularly within creative industries. In this study, IBM Watson BEAT software, based on generative AI technology, was tested as an educational tool in the process of teaching music composition theory to flute…

The paper examines the effectiveness of special apps for online piano lessons and measures the apps' impact compared to the control group that studied without the use of additional software. The study involved 350 students. The effect of Skoove and Simply Piano apps on the learning of piano skills has been analyzed. First-year students from small…

The research objectives are as follows: to consider the possibilities of modern digital technologies in education; to assess the impact of digital technology on the study of a work of art. The study results show the advantages and disadvantages of the WeChat software and the MOOC application, obtained on the basis of a survey of students.…

It is essential to develop and research new teaching methods in the era of online education. In this regard, one of the promising methods could be the flipped classroom model built on artificial intelligence (AI). The study aimed to determine the impact of flipped classroom teaching using a stylus-driven intelligent learning system on students'…

Many approaches have been employed in the creation of educational technologies. One of the lesser explored approaches is that of participatory design when it includes children as direct contributors. In such cases, specific strategies for supporting the effective participation of software developers and children are necessary. This article…

This research examines the comments on violin instruction videos on YouTube in the context of practice challenges encountered by learners while playing the violin and solutions provided by instructors to these challenges. 205 comments related to the research context were included in the analysis among a total of 4934 comments from 398 violin…

Collegiate class piano for music majors has grown substantially since its beginnings in the mid-twentieth century and has been developed by music teachers and organizations. Research on collegiate group piano has increased in the past forty years, and literature on teaching strategies, professional development, technology, and perceptions of…

The goal is to promote the healthy and stable development of music education in China. The time-frequency sequence topology in frequency domain can improve the effect of convolution operation. Therefore, this paper applies the above algorithms to classical music education, including the recognition of classical instruments, the feature extraction…

The article is devoted to the study of the possibilities of augmented reality (AR) mobile applications in acquiring piano skills. The study presents concept of the online course "Piano for Beginners" with the implementation in the educational practices of mobile applications: Flowkey -- Learn Piano; Simply Piano; Skoove: Learn to Play…