Juan Sebastián Gómez Cañón

According to our database, Juan Sebastián Gómez Cañón authored at least 14 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Personalisation and profiling using algorithms and not-so-popular Colombian music: goal-directed mechanisms in music emotion recognition.

Juan Sebastián Gómez Cañón, Thomas Magnus Lennie, Tuomas Eerola, Pablo Aragón, Estefanía Cano, Perfecto Herrera, Emilia Gómez

EPJ Data Sci., December, 2025

Beyond a Western Center of Music Information Retrieval: A Bibliometric Analysis of the First 25 Years of ISMIR Authorship.

Juan Sebastián Gómez Cañón, Erick Siavichay, Doga Buse Cavdir, Blair Kaneshiro, Lorenzo Porcaro

Trans. Int. Soc. Music. Inf. Retr., 2025

The Test of Auditory-Vocal Affect (TAVA) dataset.

Juan Sebastián Gómez Cañón, Camille Noufi, Jonathan Berger, Karen J. Parker, Daniel L. Bowling

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2025

2024

Audio-based Music Retrieval.

Emilia Gómez, Helena Cuesta, Aggelos Gkiokas, Juan Sebastián Gómez Cañón, Lorenzo Porcaro, Furkan Yesiler

Proceedings of the Information Retrieval: Advanced Topics and Techniques., 2024

2023

TROMPA-MER: an open dataset for personalized music emotion recognition.

Juan Sebastián Gómez Cañón, Nicolás Felipe Gutiérrez Páez, Lorenzo Porcaro, Alastair Porter, Estefanía Cano, Perfecto Herrera-Boyer, Aggelos Gkiokas, Patricia Santos, Davinia Hernández-Leo, Casper Karreman, Emilia Gómez

J. Intell. Inf. Syst., April, 2023

2022

Human-centered machine learning for music emotion recognition

Juan Sebastián Gómez Cañón

PhD thesis, 2022

2021

Music Emotion Recognition: Toward new, robust standards in personalized and context-sensitive applications.

Juan Sebastián Gómez Cañón, Estefanía Cano, Tuomas Eerola, Perfecto Herrera, Xiao Hu, Yi-Hsuan Yang, Emilia Gómez

IEEE Signal Process. Mag., 2021

Personalized musically induced emotions of not-so-popular Colombian music.

Juan Sebastián Gómez Cañón, Perfecto Herrera, Estefanía Cano, Emilia Gómez

CoRR, 2021

Let's agree to disagree: Consensus Entropy Active Learning for Personalized Music Emotion Recognition.

Juan Sebastián Gómez Cañón, Estefanía Cano, Yi-Hsuan Yang, Perfecto Herrera, Emilia Gómez

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Language-Sensitive Music Emotion Recognition Models: are We Really There Yet?

Juan Sebastián Gómez Cañón, Estefanía Cano, Ana Gabriela Pandrea, Perfecto Herrera, Emilia Gómez

Proceedings of the IEEE International Conference on Acoustics, 2021

Emotion Annotation of Music: A Citizen Science Approach.

Nicolás Felipe Gutiérrez Páez, Juan Sebastián Gómez Cañón, Lorenzo Porcaro, Patricia Santos, Davinia Hernández-Leo, Emilia Gómez

Proceedings of the Collaboration Technologies and Social Computing, 2021

2020

Joyful for you and tender for us: the influence of individual characteristics and language on emotion labeling and classification.

Juan Sebastián Gómez Cañón, Estefanía Cano, Perfecto Herrera, Emilia Gómez

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Transfer learning from speech to music: towards language-sensitive emotion recognition models.

Juan Sebastián Gómez Cañón, Estefanía Cano, Perfecto Herrera, Emilia Gómez

Proceedings of the 28th European Signal Processing Conference, 2020

2019

The emotions that we perceive in music: the influence of language and lyrics comprehension on agreement.

Juan Sebastián Gómez Cañón, Perfecto Herrera, Emilia Gómez, Estefanía Cano

CoRR, 2019