Publications

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Authors’ names in bold are Yamaha employees

Difficulty-Aware Score Generation for Piano Sight-Reading

Pedro Ramoneda, Masahiro Suzuki, Akira Maezawa, Xavier Serra,

arXiv

https://doi.org/10.48550/arXiv.2509.16913

Journal Paper

AI, Machine learningMusic information retrieval, Signal processing

2025

Towards Personalized Piano Practice Material

Pedro Ramoneda, Masahiro Suzuki, Akira Maezawa, Xavier Serra,

International Society for Music Information Retrieval Conference (ISMIR), 2025.

International Conference

AI, Machine learningMusic information retrieval, Signal processing

2025

Enabling Empirical Analysis of Piano Performance Rehearsal with the RACH3 MIDI Dataset

Alia Morsi, Suhit Chiruthapudi, Silvan Peter, Ivan Pilkov, Laura Bishop, Akira Maezawa, Xavier Serra, Carlos Cancino-chacon,

International Society for Music Information Retrieval Conference (ISMIR), 2025.

International Conference

AI, Machine learningMusic information retrieval, Signal processing

2025

Robo-Guitars: Systematic design of various guitar-assisted devices and applications

Gou Koutaki, Akira Maezawa,

International Society for Music Information Retrieval Conference (ISMIR), 2025.

International Conference

AI, Machine learningMusic information retrieval, Signal processing

2025

Beat-U: Multi-Task Music Understanding with Hierarchical Timescales

Jingwei Zhao, Rei Nishiyama, Takuya Fujishima, Kohei Sumi, Akira Maezawa,

MIREX (Music Information Retrieval Evaluation eXchange), 2025.

International Conference

AI, Machine learningMusic information retrieval, Signal processing

2025

Music informatics for music performance entertainment

Akira Maezawa,

International Conference on Entertainment Computing (ICEC), 2025.

International Conference

AI, Machine learningMusic information retrieval, Signal processing

2025

RenderBox: Expressive Performance Rendering with Text Control

Huan Zhang, Akira Maezawa, Simon Dixon,

The 34th International Joint Conference on Artificial Intelligence, 2025.

International Conference

AI, Machine learningMusic information retrieval, Signal processing

2025

Prediction of trumpet performance descriptors using machine learning

Mimoun Mohamed, Vincent Fréour, Christophe Vergez, Keita Arimoto, Valentin Emiya, Bruno Cochelin,

Acta Acustica, vol. 8, no. 65, 2024.

https://doi.org/10.1051/aacus/2024042

Journal Paper

AI, Machine learning

2024

The surprising effect of song-level demixing for music foundation model pretraining. (Late-breaking demo)

Junyan Jiang, Akira Maezawa, Gus Xia,

The 25th conference of the International Society for Music Information Retrieval (ISMIR), 2024.

International Conference

AI, Machine learningMusic information retrieval, Signal processing

2024

Contribution of machine learning and physics-based sound simulations for the optimization of brass instruments

Jean-François Petiot, Misael Roatta, Vincent Freour, Keita Arimoto,

Proceedings of Internoise, 2024.

International Conference

AI, Machine learningSimulation, Measurements

2024