Note: This bibliographic page is archived and will no longer be updated. For an up-to-date list of publications from the Music Technology Group see the Publications list .

Biblio

Filters: Author is Emilia Gómez
2019
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
Slizovskaia, O. , Kim L. , Haro G. , & Gómez E. (2019). End-to-End Sound Source Separation Conditioned On Instrument Labels . 2019 International Conference on Acoustics, Speech, and Signal Processing. Abstract
Chandna, P. , Blaauw M. , Bonada J. , & Gomez E. (2019). A Vocoder Based Method For Singing Voice Extraction . 44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019). Abstract
Meléndez-Catalán, B. , Molina E. , & Gómez E. (2019). Open Broadcast Media Audio from TV: A Dataset of TV Broadcast Audio with Relative Music Loudness Annotations . Transactions of the International Society for Music Information Retrieval (TISMIR). 2 (1), 43-51. Abstract
Porcaro, L. , & Gómez E. (2019). 20 Years of Playlists: A Statistical Analysis on Popularity and Diversity . 20th Conference of the International Society for Music Information Retrieval (ISMIR 2019). Abstract
Porcaro, L. , Castillo C. , & Gómez E. (2019). Music recommendation diversity: a tentative framework and preliminary results . 20th annual conference of the International Society for Music Information Retrieval (ISMIR). Abstract
2018
Fernández-Macías, E. , Gomez E. , Hernández-Orallo J. , Loe B. - S. , Martens B. , Martínez-Plumed F. , et al. (2018). A multidisciplinary task-based perspective for evaluating the impact of AI autonomy and generality on the future of work . Workshop on architectures and evaluation for generality, autonomy and progress in AI, IJCAI-ECAI 2018, AAMAS 2018 AND ICML 2018.
Gomez, E. , Blaauw M. , Bonada J. , Chandna P. , & Cuesta H. (2018). Deep Learning for Singing Processing: Achievements, Challenges and Impact on Singers and Listeners . Keynote speech, 2018 Joint Workshop on Machine Learning for Music. The Federated Artificial Intelligence Meeting (FAIM), a joint workshop program of ICML, IJCAI/ECAI, and AAMAS.
Cuesta, H. , Gómez E. , Martorell A. , & Loáiciga F. (2018). Analysis of Intonation in Unison Choir Singing . 15th International Conference on Music Perception and Cognition (ICMPC).
2017
Miron, M. , Janer J. , & Gómez E. (2017). Generating data to train convolutional neural networks for classical music source separation . Proceedings of the 14th Sound and Music Computing Conference. 227-233.
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).
Bosch, J. (2017). From Heuristics-Based to Data-Driven Audio Melody Extraction . Department of Information and Communication Technologies. Abstract
Sarasúa, Á. (2017). Musical Interaction Based on the Conductor Metaphor . Department of Information and Communication Technologies. Abstract
2016
Bosch, J. , Bittner R. M. , Salamon J. , & Gómez E. (2016). A Comparison of Melody Extraction Methods Based on Source-Filter Modelling . 17th International Society for Music Information Retrieval Conference (ISMIR 2016). 571-577.
Faraldo, Á. , Gómez E. , Jordà S. , & Herrera P. (2016). Key Estimation in Electronic Dance Music . 38th European Conference on Information Retrieval. 335-347. Abstract
Sarasúa, Á. , Melenhorst M. , Julià C. F. , & Gómez E. (2016). Becoming the Maestro - A Game to Enhance Curiosity for Classical Music . 2016 8th International Conference on Games and Virtual Worlds for Serious Applications (VS-GAMES). 1-4.
Janer, J. , Gómez E. , Martorell A. , Miron M. , & de Wit B. (2016). Immersive Orchestras: audio processing for orchestral music VR content . VSGAMES 2016 - 8th International Conference on Virtual Worlds and Games for Serious Applications. Abstract
Gómez, E. , Schedl M. , Serra X. , & Hu X. (2016). Music Information Retrieval:
 Overview, Recent Developments and Future Challenges . 17th International Society for Music Information Retrieval (ISMIR) Conference. 11-12. Abstract
Kroher, N. , & Gómez E. (2016). Automatic Transcription of Flamenco Singing From Polyphonic Music Recordings . IEEE/ACM Transactions on Audio, Speech, and Language Processing. 25 (5), 901-913. Abstract
2015
2014
Zapata, J. R. , Davies M. E. P. , & Gómez E. (2014). Multi-feature beat tracking . IEEE/ACM Transactions on Audio, Speech, and Language Processing. 22 (4), 816 - 825 . 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.
Martorell, A. , & Gómez E. (2014). Systematic multi-scale set-class analysis . 15th International Society for Music Information Retrieval (ISMIR) Conference. Abstract
Gómez-Martín, F. , Díaz-Báñez J. M. , Gómez E. , & Mora J. (2014). Flamenco music and its computational study . BRIDGES: Mathematical Connections in Art, Music, and Science.
Martorell, A. , & Gómez E. (2014). Hierarchical multi-scale set-class analysis . Journal of Mathematics and Music: Mathematical and Computational Approaches to Music Theory, Analysis, Composition and Performance. 1-14. Abstract
Stanyek, J. , Benadon F. , Browner T. , Chordia P. , Danielsen A. , Gómez E. , et al. (2014). Forum on transcription . Twentieth-Century Music. 11 (1), 101-161.
Schedl, M. , Gómez E. , & Urbano J. (2014). Music Information Retrieval: Recent Developments and Applications . Foundations and Trends in Information Retrieval. 8 (2-3), 127-261. Abstract
2013
Gómez, E. , Grachten M. , Hanjalic A. , Janer J. , Jordà S. , Julià C. F. , et al. (2013). PHENICX: Performances as Highly Enriched aNd Interactive Concert Experiences . SMAC Stockholm Music Acoustics Conference 2013, SMC Sound and Music Computing Conference 2013.
Bogdanov, D. , Wack N. , Gómez E. , Gulati S. , Herrera P. , Mayor O. , et al. (2013). ESSENTIA: an Audio Analysis Library for Music Information Retrieval . International Society for Music Information Retrieval Conference (ISMIR'13). 493-498. Abstract
Salamon, J. (2013). Melody Extraction from Polyphonic Music Signals . Department of Information and Communication Technologies. Abstract
Salamon, J. , Serrà J. , & Gómez E. (2013). Tonal Representations for Music Retrieval: From Version Identification to Query-by-Humming . International Journal of Multimedia Information Retrieval, special issue on Hybrid Music Information Retrieval. 2 (1), 45-58. Abstract
2012
Salamon, J. , Rocha B. , & Gómez E. (2012). Musical Genre Classification using Melody Features Extracted from Polyphonic Music Signals . IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Abstract
Zapata, J. R. , & Gómez E. (2012). Improving Beat Tracking in the presence of highly predominant vocals using source separation techniques: Preliminary study . The 9th International Symposium on Computer Music Modeling and Retrieval (CMMR) . 583-590.
Gómez, P. , Pikrakis A. , Mora J. , Díaz-Báñez J. M. , Gómez E. , Escobar Borrego F. , et al. (2012). Automatic Detection of Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings . III Interdisciplinary Conference on Flamenco Research (INFLA) and II International Workshop of Folk Music Analysis (FMA). Abstract
Gómez, E. , Bonada J. , & Salamon J. (2012). Automatic Transcription of Flamenco Singing from Monophonic and Polyphonic Music Recordings . III Interdisciplinary Conference on Flamenco Research (INFLA) and II International Workshop of Folk Music Analysis (FMA). 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
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
Zapata, J. R. , Davies M. E. P. , & Gómez E. (2012). MIREX 2012: MULTI FEATURE BEAT TRACKER (ZDG1 AND ZDG2) . 7th Music Information Retrieval Evaluation eXchange (MIREX). Abstract
2011
Gómez, E. (2011). Integrating Different Knowledge Sources for the Computational Modeling of Flamenco Music . ( Müller, M. , Goto, M. , Dixon, S. , Ed.). Multimodal Music Processing (Dagstuhl Seminar 11041) - Dagstuhl Reports. 1 (1), 82-83. Abstract
Salamon, J. , Gómez E. , & Bonada J. (2011). Sinusoid Extraction and Salience Function Design for Predominant Melody Estimation . Proc. of the 14th Int. Conference on Digital Audio Effects (DAFx-11). 73-80. Abstract
Gómez, F. , Pikrakis A. , Mora J. , Díaz-Báñez J. M. , & Gómez E. (2011). Automatic Detection of Ornamentation in Flamenco Music . 4th International Workshop on Machine Learning and Music, Held in Conjunction with the 25th Annual Conference on Neural Information Processing Systems (NIPS 2011).
Martorell, A. , & Gómez E. (2011). Two-Dimensional Visual Inspection of Pitch-Space, Many Time-Scales and Tonal Uncertainty Over Time . 3rd International Conference on Mathematics and Computation in Music (MCM 2011). Abstract
Salamon, J. , & Gómez E. (2011). Melody Extraction from Polyphonic Music: MIREX 2011 . 6th Music Information Retrieval Evaluation eXchange (MIREX 2011) extended abstract. Abstract
2010
Bogdanov, D. , Haro G. G. , Fuhrmann F. , Gómez E. , & Herrera P. (2010). Content-based music recommendation based on user preference examples . The 4th ACM Conference on Recommender Systems. Workshop on Music Recommendation and Discovery (Womrad 2010). Abstract
Salamon, J. , & Gómez E. (2010). Melody Extraction from Polyphonic Music Audio . 5th Music Information Retrieval Evaluation eXchange (MIREX 2010) extended abstract.
Wack, N. , Laurier C. , Meyers O. , Marxer R. , Bogdanov D. , Serrà J. , et al. (2010). Music classification using high-level models . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract
2009
2008
Serrà, J. , & Gómez E. (2008). Audio cover song identification based on tonal sequence alignment . IEEE International Conference on Acoustics, Speech and Signal processing (ICASSP). 61-64. Abstract
Molina-Solana, M. , Arcos J. L. , & Gómez E. (2008). Learning Violinist's Expressive Trends . International Workshop on Machine Learning and Music, Held in conjunction with ICML/COLT/UAI 2008. Abstract
Serrà, J. , Gómez E. , Herrera P. , & Serra X. (2008). Chroma Binary Similarity and Local Alignment Applied to Cover Song Identification . IEEE Transactions on Audio, Speech and Language Processing. 16 (6), 1138-1151. Abstract
Serrà, J. , Gómez E. , & Herrera P. (2008). Transposing Chroma Representations to a Common Key . IEEE CS Conference on The Use of Symbols to Represent Music and Multimedia Objects. 45-48. Abstract
Gómez, E. , & Bonada J. (2008). Automatic Melodic Transcription of Flamenco Singing . Fourth Conference on Interdisciplinary Musicology (CIM08). Abstract
Gouyon, F. , Herrera P. , Gómez E. , Cano P. , Bonada J. , Loscos A. , et al. (2008). Content Processing of Music Audio Signals . ( Polotti, P. , Rocchesso, D. , Ed.). Sound to Sense, Sense to Sound: A State of the Art in Sound and Music Computing. 83-160. Abstract
Serrà, J. , Gómez E. , & Herrera P. (2008). Improving binary similarity and local alignment for cover song detection . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract
2007
Serrà, J. , & Gómez E. (2007). A cover song identification system based on sequences of tonal descriptors . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract
2006
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.
Iglesias, C. A. , Sánchez M. , Guibert A. , Guibertand M. J. , & Gómez E. (2006). A Multilingual Web-based Educational System for Professional Musicians . ( Méndez-Vilas, A. , Ed.). Current Developments in Technology-Assisted Education, Proceedings of Fourth International Conference on Multimedia and Information and Communication Technologies in Education. Abstract
Gómez, E. (2006). Tonal Description of Music Audio Signals . Department of Information and Communication Technologies. Abstract
Gómez, E. (2006). Tonal description of polyphonic audio for music content processing . INFORMS Journal on Computing, Special Cluster on Computation in Music. 18, Abstract
2005
Guaus, E. , & Gómez E. (2005). Storage and Retrieval of relevant information from music master classes . 36th conference of the International Association of Sound and Audiovisual Archives (IASA). Abstract
Herrera, P. , Celma Ò. , Massaguer J. , Cano P. , Gómez E. , Gouyon F. , et al. (2005). Mucosa a music content semantic annotator . 6th International Conference on Music Information Retrieval (2005). Abstract
2004
2003
2002
2001
2000