Interactive piano Learning Systems: implementing the Suzuki Method in web-based classrooms

JQ Sun - Education and Information Technologies, 2023 - Springer
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 …

Deep Learning-based Visualization of Music Mood

H Wang, A Sourin - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Music has been visualized in different forms. Majority of the existing methods of music
visualization utilized only a select few parameters of the music, of which pitch and frequency …

TimToShape: Supporting Practice of Musical Instruments by Visualizing Timbre with 2D Shapes based on Crossmodal Correspondences

K Arai, Y Hirao, T Narumi, T Nakamura… - Proceedings of the 28th …, 2023 - dl.acm.org
Timbre is high-dimensional and sensuous, making it difficult for musical-instrument learners
to improve their timbre. Although some systems exist to improve timbre, they require expert …

Sensing control parameters of flute from microphone sound based on machine learning from robotic performer

J Kuroda, G Koutaki - Sensors, 2022 - mdpi.com
When learning to play a musical instrument, it is important to improve the quality of self-
practice. Many systems have been developed to assist practice. Some practice assistance …

Automatic Detection of Poor Tone Quality in Classical Guitar Playing Using Deep Anomaly Detection Method

K Ogawa, S Sawada, K Katsurada… - 2023 IEEE Workshop …, 2023 - ieeexplore.ieee.org
Playing the classical guitar requires techniques to control delicate timbres because of its
acoustic properties and the characteristics of its nylon strings. Therefore, a consistent …

Effect of visual feedback on understanding timbre with shapes based on crossmodal correspondences

K Arai, M Konno, Y Hirao, S Yoshida… - Proceedings of the 27th …, 2021 - dl.acm.org
Timbre is a crucial element in playing musical instruments, and it is difficult for beginners to
learn it independently. Therefore, external feedback (FB) is required. However, conventional …

フルート演奏ロボットを用いた機械学習によるフルート演奏パラメータ推定

黒田迅, 上瀧剛 - 研究報告音楽情報科学(MUS), 2021 - ipsj.ixsq.nii.ac.jp
論文抄録 楽器の練習を補助するシステムはこれまでに多く開発されている. 当研究室でも,
楽器演奏ロボットを利用し, 演奏録音を行うだけで具体的な指導を行えるシステムの開発を行ってき …