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Salamon, J., & Gómez E. (2010).  Melody Extraction from Polyphonic Music Audio. 5th Music Information Retrieval Evaluation eXchange (MIREX 2010) extended abstract.
Salamon, J. (2013).  Melody Extraction from Polyphonic Music Signals. Department of Information and Communication Technologies. Abstract
Salamon, J., & Gómez E. (2012).  Melody Extraction from Polyphonic Music Signals using Pitch Contour Characteristics. IEEE Transactions on Audio, Speech and Language Processing. 20(6), 1759-1770. Abstract
Salamon, J., & Gómez E. (2011).  Melody Extraction from Polyphonic Music: MIREX 2011. 6th Music Information Retrieval Evaluation eXchange (MIREX 2011) extended abstract. Abstract
Poliner, G., Ellis D., Ehmann A., Gómez E., Streich S., & Ong B. (2007).  Melody Transcription from Music Audio Approaches and Evaluation. IEEE Transactions on Audio, Speech and Language Processing. 15, 1247-1256. Abstract
Salamon, J., Serrà J., & Gómez E. (2012).  Melody, Bass Line, and Harmony Representations for Music Version Identification. 21st International World Wide Web Conference (WWW 2012): 4th International Workshop on Advances in Music Information Research (AdMIRe 2012). Abstract
Sordo, M., Gouyon F., & Sarmento L. (2010).  A Method for Obtaining Semantic Facets of Music Tags. 1st Workshop On Music Recommendation And Discovery (WOMRAD), ACM RecSys, 2010, Barcelona, Spain. Abstract
Gulati, S., Serrà J., Ishwar V., & Serra X. (2014).  Mining Melodic Patterns in Large Audio Collections of Indian Art Music. International Conference on Signal Image Technology & Internet Based Systems - Multimedia Information Retrieval and Applications. 264-271. Abstract
Salamon, J., & Gómez E. (2014).  MIR.EDU: AN OPEN-SOURCE LIBRARY FOR TEACHING SOUND AND MUSIC DESCRIPTION. International Society for Music Information Retrieval conference. Late Breaking Demo.
Herrera, P., & Gouyon F. (2013).  MIRrors: Music Information Research reflects on its future. Journal of Intelligent Information Systems. 41(3), 339-343.
Porcaro, L., & Gómez E. (2019).  A Model for Evaluating Popularity and Semantic Information Variations in Radio Listening Sessions. 1st Workshop on the Impact of Recommender Systems (ImpactRS), at the 13th ACM Conference on Recommender Systems (RecSys 2019). Abstract
Giraldo, S., & Ramirez R. (2012).  Modeling Embellishment, Timing and Energy Expressive Transformations in Jazz Guitar. 5th Internationa Workshop on Machine Learning and Music, Edinburgh, Scotland, UK, 2012. Copyright 2012 by the author(s)/owners..
Ramirez, R., Gómez E., Vicente V., Puiggròs M., Hazan A., & Maestre E. (2006).  Modeling Expressive Music Performance in Bassoon Audio Recordings. Intelligent Computing in Signal Processing and Pattern Recognition. 345, 951-957.
Chandna, P., Miron M., Janer J., & Gómez E. (2017).  Monoaural Audio Source Separation Using Deep Convolutional Neural Networks. 13th International Conference on Latent Variable Analysis and Signal Separation (LVA ICA2017).