-
TROMPA-MER: an open dataset for personalized music emotion recognition
Gómez-Cañón, J.S.*;
Gutiérrez-Páez, N.;
Porcaro, L.;
Porter, A.;
Cano, E.;
Herrera-Boyer, P.;
Gkiokas, A.;
Herrera-Boyer, P.;
Santos, P.;
Hernandez-Leo, D.;
Karreman, C.;
Gómez, E.;
Journal of Intelligent Information Systems 2022, Online, 1-22.
-
Music Emotion Recognition: Toward new, robust standards in personalized and context-sensitive applications
Gómez-Cañón, J.S.*;
Cano, E.;
Eerola, T.;
Herrera, P.;
Xiao, H.;
Yang, Y.-H.;
Gómez, E.;
IEEE Signal Processing Magazine 2021, Online, 237-245.
-
Personalized musically induced emotions of not-so-popular Colombian music
Gómez-Cañón, J.S.*;
Cano, E.;
Herrera, P.;
Gómez, E.;
Human-centered AI Workshop at the 35th Conference on Neural Information Processing Systems (NeurIPS) 2021, Online, 1-7.
-
Let’s agree to disagree: Consensus Entropy Active Learning for Personalized Music Emotion Recognition
Gómez-Cañón, J.S.*;
Cano, E.;
Herrera, P.;
Gómez, E.;
Proceedings of the 21st International Society for Music Information Retrieval Conference (ISMIR) 2021, Online, 237-245.
-
Improving emotion annotation of music using citizen science
Gómez-Cañón, J.S.*;
Gutiérrez-Páez, N.;
Porcaro, L.;
Gkiokas, A.;
Herrera, P.;
Gómez, E.;
16th International Conference on Music Perception and Cognition (ICMPC/ESCOM) 2021, Online, 1-3.
-
Language-Sensitive Music Emotion Recognition Models: Are We Really There Yet?
Gómez-Cañón, J.S.*;
Cano, E.;
Pandrea, A. G.;
Herrera, P.;
Gómez, E.;
Proceedings of the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021, Online, 576-580.
-
Transfer learning from speech to music: towards language-sensitive emotion recognition models
Gómez-Cañón, J.S.*;
Cano, E.;
Herrera, P.;
Gómez, E.;
Proceedings of the 28th European Signal Processing Conference (EUSIPCO) 2021, Online, 136-140.
-
Joyful for you and tender for us: the influence of individual characteristics and language on emotion labeling and classification
Gómez-Cañón, J.S.*;
Cano, E.;
Herrera, P.;
Gómez, E.;
Proceedings of the 21st International Society for Music Information Retrieval Conference (ISMIR) 2020, Online, 853-860.
-
Jazz Solo Instrument Classification with Convolutional Neural Networks, Source Separation, and Transfer Learning
Gómez-Cañón, J.S.*;
Abeßer, J.;
Cano, E.;
Proceedings of the 19th International Society of Music Information Retrieval Conference (ISMIR) 2018, Online, 577-584.
-
Cross-Dataset Music Emotion Recognition: an End-to-End Approach
Pandrea, A. G.;
Gómez-Cañón, J.S.*;
Herrera, P.;
Late Breaking/Demo of the 21st International Society for Music Information Retrieval Conference (ISMIR) 2020, Online, 853-860.
-
Emotion annotation of music: a citizen science approach
Gutiérrez-Páez, N.;
Gómez-Cañón, J.S.*;
Porcaro, L.;
Santos, P.;
Hernandez-Leo, D.;
Gómez, E.;
Collaboration Technologies and Social Computing (Collabtech) 2021, Online, 51-66.