2025
Decoding Musical Valence and Arousal: Exploring the Neural Correlates of Music-Evoked Emotions and the Role of Expressivity Features.
IEEE Trans. Affect. Comput., 2025

2024
A Comparison Study of Deep Learning Methodologies for Music Emotion Recognition.
Sensors, April, 2024

MERGE - A Bimodal Dataset for Static Music Emotion Recognition.
CoRR, 2024

Exploiting Automatic Source Separation and Music Transcription for Music Emotion Recognition.
Proceedings of the Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024

MERGE App: A Prototype Software for Multi-User Emotion-Aware Music Management.
Proceedings of the 16th International Joint Conference on Knowledge Discovery, 2024

2023
Usability of a telehealth solution based on TV interaction for the elderly: the VITASENIOR-MT case study.
Univers. Access Inf. Soc., June, 2023

Audio Features for Music Emotion Recognition: A Survey.
IEEE Trans. Affect. Comput., 2023

2020
Novel Audio Features for Music Emotion Recognition.
IEEE Trans. Affect. Comput., 2020

2019
VITASENIOR-MT: A distributed and scalable cloud-based telehealth solution.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

2018
Emotionally-Relevant Features for Classification and Regression of Music Lyrics.
IEEE Trans. Affect. Comput., 2018

Musical Texture and Expressivity Features for Music Emotion Recognition.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

VITASENIOR-MT: a telehealth solution for the elderly focused on the interaction with TV.
Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018

2016
Classification and Regression of Music Lyrics: Emotionally-Significant Features.
Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 1: KDIR, Porto - Portugal, November 9, 2016

2015
Music Emotion Recognition with Standard and Melodic Audio Features.
Appl. Artif. Intell., 2015