Our study investigates an approach for understanding musical performances through the
lens of audio encoding models, focusing on the domain of solo Western classical piano …

Research in music understanding has extensively explored composition-level attributes
such as key, genre, and instrumentation through advanced representations, leading to cross …

Automatically estimating the performance difficulty of a music piece represents a key
process in music education to create tailored curricula according to the individual needs of …

Estimating the performance difficulty of a musical score is crucial in music education for
adequately designing the learning curriculum of the students. Although the Music …

Artificial intelligence (AI), due to its extensive capabilities for analyzing incoming information
and providing personalized and detailed feedback, has significant potential for use in …

Estimating music piece difficulty is important for organizing educational music collections.
This process could be partially automatized to facilitate the educator's role. Nevertheless, the …

Musician and instrument make up a central duo in the musical experience. Inseparable, they
are the key actors of the musical performance, transforming a composition into an emotional …