7 citations · 9 across the 4 of their papers we have counts for
4 papers
Multimodal Domain Generalization for Depression Detection: An Attention-Based BiLSTM Network with Domain-Adversarial Training
Ali Tabaraei, Federico Simonetta, Stavros Ntalampiras
Automatic depression detection with deep learning has shown promise but often suffers from limited generalization due to domain shift arising from inter-speaker variability. To add…
Optical Music Recognition in Manuscripts from the Ricordi Archive
Federico Simonetta, Rishav Mondal, Luca Andrea Ludovico +1
The Ricordi archive, a prestigious collection of significant musical manuscripts from renowned opera composers such as Donizetti, Verdi and Puccini, has been digitized. This proces…
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…