50 citations · 61 across the 8 of their papers we have counts for
7 papers · 1 filter
Style-based Composer Identification and Attribution of Symbolic Music Scores: a Systematic Survey
Federico Simonetta
This paper presents the first comprehensive systematic review of literature on style-based composer identification and authorship attribution in symbolic music scores. Addressing t…
Joint Learning of Emotions in Music and Generalized Sounds
Federico Simonetta, Francesca Certo, Stavros Ntalampiras
In this study, we aim to determine if generalized sounds and music can share a common emotional space, improving predictions of emotion in terms of arousal and valence. We propose…
A Systematic Evaluation of Adversarial Attacks against Speech Emotion Recognition Models
Nicolas Facchinetti, Federico Simonetta, Stavros Ntalampiras
Speech emotion recognition (SER) is constantly gaining attention in recent years due to its potential applications in diverse fields and thanks to the possibility offered by deep l…
Optimizing Feature Extraction for Symbolic Music
Federico Simonetta, Ana Llorens, Martín Serrano +2
This paper presents a comprehensive investigation of existing feature extraction tools for symbolic music and contrasts their performance to determine the set of features that best…
musif: a Python package for symbolic music feature extraction
Ana Llorens, Federico Simonetta, Martín Serrano +1
In this work, we introduce musif, a Python package that facilitates the automatic extraction of features from symbolic music scores. The package includes the implementation of a la…
Music Interpretation Analysis. A Multimodal Approach To Score-Informed Resynthesis of Piano Recordings
Federico Simonetta
This Thesis discusses the development of technologies for the automatic resynthesis of music recordings using digital synthesizers. First, the main issue is identified in the under…