My Publications

Journal Articles

Google Scholar Profile
  1. 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.
    https://trompa-mtg.upf.edu/vis-mtg-mer/
  2. 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.
    https://github.com/juansgomez87/datasets_emotion
  3. 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.
  4. 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.
    https://github.com/juansgomez87/consensus-entropy
  5. 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.
  6. 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.
    https://github.com/juansgomez87/lang-sens-mer
  7. 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.
    https://github.com/juansgomez87/quad-pred
  8. 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.
    https://github.com/juansgomez87/agreement-emotion
  9. 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.
    https://github.com/juansgomez87/jazz-show-case
  10. 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.
    https://github.com/ana-pandrea/Cross-CulturalMER
  11. 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.
    https://link.springer.com/chapter/10.1007/978-3-030-85071-5_4

Presentations and Posters

  1. Density Functional Model for Fluctuating Polymer Solutions: Partial Saddle Point Approximation Approach
    Liu, Y. X.; Delaney, K. T.; Fredrickson, G. H.;
    Complex Fluid Design Consortium (CFDC) Annual Meeting Santa Barbara, CA, USA, 2015.
  2. Density Functional Model for Fluctuating Polymer Solutions
    Liu, Y. X.; Delaney, K. T.; Fredrickson, G. H.;
    Complex Fluid Design Consortium (CFDC) Annual Meeting Santa Barbara, CA, USA, 2015.
  3. Polymer Self-Consistent Field Theory in Bulk and under Confinement
    Liu, Y. X.;
    ASML San Jose, CA, USA, 2014.
  4. Exponential Time Differencing Methods for Numerical Self-Consistent Field Theory
    Liu, Y. X.; Zhang, H. D.;
    APS March Meeting Denver, CO, USA, 2014.
  5. Logarithmic-Normal Size Distribution in Crystallization of Polymeric Ultrathin Films Preceded by A Metastable Phase
    Liu, Y. X.;
    The 10th International Symposium on Polymer Physics Chengdu, China, 2012.
  6. A Unified Computing Framework for Self-Consistent Field Theory: Applications in Charged Polymers
    Liu, Y. X.; Zhang, H. D.;
    Theory and Simulation on the Structure and Property of Macromolecular Systems Symposium Nanjing, China, 2012.
  7. Phase Selection in Crystal Monolayer of Low Molecular Weight Poly(Ethylene Oxide) On Mica Surface
    Liu, Y. X.; Zhu, D. S.; Chen, E. Q.;
    The 8th International Symposium on Polymer Physics Xiamen, China, 2008.
  8. Isothermal Thickening of PEO Lamellar Crystals On Mica Surface
    Liu, Y. X.; Chen, E. Q.;
    Polymer Symposium of China Chengdu, China, 2007.

Thesis

  1. Microphase Separation of Weakly Charged Polymers and Phase Transition Kinetics of Lamellar Crystal Monolayers
    Liu, Y. X.
    Supervisor: Zhang, H. D.
    Postdoctoral Research Report Fudan University, 2012.
  2. Phase Selection Pathways and Morphological evolution in Polymer Crystallization: An Experimental and Theoretical Study on Low Molecular Weight Poly(ethylene oxide) Fractions
    Liu, Y. X.
    Advisor: Chen, E. Q.
    Doctoral Disertation Peking University, 2009.
Updated on Juan Sebastián Gómez Cañón