Inici
→
Recerca: articles, congressos, llibres
→
Departament de Tecnologies de la Informació i les Comunicacions
→
Articles (Departament de Tecnologies de la Informació i les Comunicacions)
→
Visualitza Articles (Departament de Tecnologies de la Informació i les Comunicacions) per autoria

Visualitza Articles (Departament de Tecnologies de la Informació i les Comunicacions) per autoria "Miron, Marius"

Ara mostrant els elements 1-4 de 4

An Interpretable deep learning model for automatic sound classification

Zinemanas, Pablo; Rocamora, Martín; Miron, Marius; Font Corbera, Frederic; Serra, Xavier (MDPI, 2021)

Deep learning models have improved cutting-edge technologies in many research areas, but their black-box structure makes it difficult to understand their inner workings and the rationale behind their predictions. This may ...
Combining piano performance dimensions for score difficulty classification

Ramoneda, Pedro; Jeong, Dasaem; Eremenko, Vsevolod; Tamer, Nazif Can; Miron, Marius; Serra, Xavier (Elsevier, 2024)

Predicting the difficulty of playing a musical score is essential for structuring and exploring score collections. Despite its importance for music education, the automatic difficulty classification of piano scores is not ...
Evaluating causes of algorithmic bias in juvenile criminal recidivism

Miron, Marius; Tolan, Songül; Gómez Gutiérrez, Emilia, 1975-; Castillo, Carlos (Springer, 2020)

In this paper we investigate risk prediction of criminal re-offense among juvenile defendants using general-purpose machine learning (ML) algorithms. We show that in our dataset, containing hundreds of cases, ML models ...
Score-informed source separation for multichannel orchestral recordings

Miron, Marius; Carabias Orti, Julio J.; Bosch, Juan J.; Gómez Gutiérrez, Emilia, 1975-; Janer Mestres, Jordi (Hindawi, 2016)

This paper proposes a system for score-informed audio source separation for multichannel orchestral recordings. The orchestral music repertoire relies on the existence of scores. Thus, a reliable separation requires a good ...