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…

The aim of this study is to prepare activity-based lesson plans for amateur guitar education to teach basic positioning and playing techniques, and to test the effectiveness of this teaching method. The research model is a single-group pretest-posttest design, and it was carried out with 5 students at the beginner level for 4 lessons of…

The purpose of this survey study was to describe technologies and lesson formats used in virtual applied studio string lessons precipitated by shelter-in-place measures taken in response to the COVID-19 pandemic and to explore teachers' adaptations, perceptions of effectiveness, and feelings toward virtual lessons. Research questions that guided…

Music is a unique form of verbal stimuli (Reynolds & Hayes, "The Psychological Record," 67(3), 413-421, 2017) and the literature has indicated some success in using procedures involving the frame of coordination or stimulus equivalence to teach early piano skills to learners with and without autism spectrum disorder (ASD; Hill et…

The purpose of this study was to investigate the effect of three schedules of practice on high-level violinists' learning. The contextual interference (CI) effect occurs when two or more tasks are practiced in an interleaved manner, which has been shown to impair initial learning but improve retention. How a musician alternates between tasks…

The role of executive function training in supporting child development has been increasingly studied. Executive function is largely related to the prefrontal cortex. The anterior portion of the prefrontal cortex, which is area 10 on the Brodmann map, is essential for the emergence of higher-order executive functions. Accumulating evidence…

Playing musical instruments involves a high level of skill based on the harmonious and esthetic reproduction of notes. The main aim of this study is to determine the impact of MusicFlow, an interactive music composition system, on the development of students' piano skills. The article also used a survey to determine the potential of using digital…

Reflecting their dominance within music education, most musical instruments used in schools are of Western origin. In stark contrast, the adoption of folk instruments for the purposes of facilitating students' music-making and learning in the educational context is rarely encountered. This article reports the empirical data of a study in which a…

The purpose of the current study was to evaluate the effects of equivalence-based instruction (EBI) on learning to play individual notes and simple songs on the piano. Participants were 4 typically developing children and 4 children with a diagnosis of autism spectrum disorder (ASD). They were exposed to a series of auditory-visual…

Music reading is a central part of most band programs, yet research about music reading has rarely included articulation markings. The purpose of this study was to explore the effect of four experimental practice conditions to a control condition on woodwind players' performance of slur, accent, and staccato markings. A secondary purpose was to…

Musical instrument training has been linked to improved academic and cognitive abilities in children, but it remains unclear why this occurs. Moreover, access to instrument training is not always feasible, thereby leaving less fortunate children without opportunity to benefit from such training. Although music-based video games may be more…

The paper's primary goal was to analyze and find interactive piano learning systems using the Suzuki method. The sample of respondents engaged in the investigation was made up of 200 students from the [Zhejiang Conservatory of Music]. The estimated Cohen's kappa coefficient determined the level playing field of control and experimental groups at…

Innovations in higher music education are a way of reasonable use of information and communication technologies that increase interactivity and facilitate classroom learning. The study aims to evaluate the effectiveness of introducing the application aimed at improving the skill of sheet music reading. Using a mobile app to enhance the perception…

This study investigated the effect of computer assisted teaching practices in piano courses in Department of Music Education of Faculty of Education on students' success, piano playing skills and to what extent they provided permanent learning. The research was carried out with the pre-test/post-test research design with a control group, one of…

This paper presents a controlled pretest-training-posttest study on using a small membraphone instrument called "kazoo" for L2 pronunciation practice and reducing foreign accentedness. Learners were recorded for free speech before and after a six-week pronunciation and oral skills course including L2 prosody training with personal…