Towards Explainable and Interpretable Musical Difficulty Estimation

Welcome to the companion website for our paper P. Ramoneda, V. Eremenko, A. D’Hooge, E. Parada-Cabaleiro, X. Serra, “Towards Ex- plainable and Interpretable Musical Difficulty Estimation: A parameter- efficient approach”, in Proc. of the 25th Int. Society for Music Informa- tion Retrieval Conf., San Francisco, USA, 2024.
This site is dedicated to extending our work on a parameter-efficient approach to musical difficulty estimation, allowing for exploration and interaction!!

Thank you for your interest in our work!

Choose a Dataset:

Choose a Split:

You can explore the scores distribution across the grades!! (click on each feature in the interactive plot)

Choose a piece by id (you can find an id with the figure above):

Composer: WOLFGANG AMADEUS MOZART
Book: "Wunderkind" Sonatas Volume I K. 6-9
Work Name: Piano Sonata (Wunderkind) G major KV 9
Level: 4