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 purpose of this study was to investigate the required music performance assessment (MPA) repertoire lists performed by high school and middle school choral and band programs in the state of North Carolina. The authors analyzed the number of pieces, composers, and ethnic and gender representations on the state MPA band and choral lists. In…

The research problem explored in this qualitative study was the lack of literature from the perspectives of K-12 music teachers on using virtual technology to instruct secondary concert bands. This study showed the challenges and successes experienced with the use of this technology and their impact on music teachers' overall view of using virtual…

The study established the validity and reliability of a weighted individual performance-based assessment tool within the utility scope of middle school orchestral strings. The following research questions guided this study: 1. What specific string-playing behaviors and corresponding criteria validate a weighted individual performance-based…