Publications

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Book Chapter
A. Martorell and Gómez, E., “Contextual set-class analysis”, in Computational Music Analysis, D. Meredith Heidelberg: Springer, 2015, pp. 81-110.
Conference Paper
M. Grachten, Chacón, C. E. Cancino, and Widmer, G., “Analysis and prediction of expressive dynamics using Bayesian linear models”, in 1st international workshop on computer and robotic Systems for Automatic Music Performance (SAMP14), Venice, Italy, 2014. GrachtenEtAl-SAMP-2014-CameraReady.pdf (392.66 KB)
A. Arzt, Frostel, H., Gadermaier, T., Gasser, M., Widmer, G., and Grachten, M., “Artificial Intelligence in the Concertgebouw”, in Proceedings of the International Joint Conference on Artificial Intelligence, Buenos Aires, Argentina, 2015. IJCAI15-343.pdf (6.63 MB)
A. Arzt, Frostel, H., Gadermaier, T., Gasser, M., Widmer, G., and Grachten, M., “Artificial Intelligence in the Concertgebouw”, in Proceedings of the International Joint Conference on Artificial Intelligence, Buenos Aires, Argentina, 2015. IJCAI15-343.pdf (6.63 MB)
A. Arzt, Frostel, H., Gadermaier, T., Gasser, M., Widmer, G., and Grachten, M., “Artificial Intelligence in the Concertgebouw”, in Proceedings of the International Joint Conference on Artificial Intelligence, Buenos Aires, Argentina, 2015. IJCAI15-343.pdf (6.63 MB)
M. Grachten, Gasser, M., Arzt, A., and Widmer, G., “Automatic alignment of music performances with structural differences”, in Proceedings of the 14th International Society for Music Information Retrieval Conference, Curitiba, Brazil, 2013. mgrachten-et-al-ISMIR2013.pdf (371.57 KB)
M. Grachten, Gasser, M., Arzt, A., and Widmer, G., “Automatic alignment of music performances with structural differences”, in Proceedings of the 14th International Society for Music Information Retrieval Conference, Curitiba, Brazil, 2013. mgrachten-et-al-ISMIR2013.pdf (371.57 KB)
A. Sarasua and Guaus, E., “Beat Tracking from Conducting Gestural Data: A Multi-Subject Study”, in Proceedings of the 2014 International Workshop on Movement and Computing, Paris, France, 2014. moco-ready.pdf (697.19 KB)
M. Gasser, Arzt, A., Gadermaier, T., Grachten, M., and Widmer, G., “Classical Music on the Web - User Interfaces and Data Representations”, in Proceedings of the 16th International Society for Music Information Retrieval Conference, {ISMIR} 2015, Málaga, Spain, October 26-30, 2015, 2015. 123_Paper.pdf (1.05 MB)
M. Gasser, Arzt, A., Gadermaier, T., Grachten, M., and Widmer, G., “Classical Music on the Web - User Interfaces and Data Representations”, in Proceedings of the 16th International Society for Music Information Retrieval Conference, {ISMIR} 2015, Málaga, Spain, October 26-30, 2015, 2015. 123_Paper.pdf (1.05 MB)
M. Gasser, Arzt, A., Gadermaier, T., Grachten, M., and Widmer, G., “Classical Music on the Web - User Interfaces and Data Representations”, in Proceedings of the 16th International Society for Music Information Retrieval Conference, {ISMIR} 2015, Málaga, Spain, October 26-30, 2015, 2015. 123_Paper.pdf (1.05 MB)
A. Arzt, Böck, S., Flossmann, S., Frostel, H., Gasser, M., and Widmer, G., “The Complete Classical Music Companion V0.9”, in 53rd AES Conference on Semantic Audio, London, UK, 2014.
E. S. Trent and Gómez, E., “Correlations Between Musical Descriptors and Emotions Recognized in Beethoven’s Eroica”, in Ninth Triennial Conference of the European Society for the Cognitive Sciences of Music (ESCOM), Manchester, UK, 2015. 0168TrentGomez-ESCOM2015.pdf (953.6 KB)
Á. Sarasúa and Guaus, E., “Dynamics in Music Conducting: A Computational Comparative Study Among Subjects”, in Proceedings of the International Conference on New Interfaces for Musical Expression, London, United Kingdom, 2014. 464_paper.pdf (1.33 MB)
C. E. Cancino Chacón and Grachten, M., “An evaluation of score descriptors combined with non-linear models of expressive dynamics in music”, in Proceedings of the 18th International Conference on Discovery Science (DS 2015), Banff, Canada, 2015. CancinoGrachten-DS-2015-preprint.pdf (133.14 KB)
A. Arzt, Goebl, W., and Widmer, G., “Flexible Score Following: The Piano Music Companion and Beyond”, in Proceedings of the Vienna Talk on Music Acoustics, 2015.
C. C. S. Liem, van der Sterren, R., van Tilburg, M., Sarasúa, Á., Bosch, J. J., Janer, J., Melenhorst, M. S., Gómez, E., and Hanjalic, A., “Innovating the Classical Music Experience in the PHENICX Project: Use Cases and Initial User Feedback”, in 1st International Workshop on Interactive Content Consumption (WSICC) at EuroITV 2013, Como, Italy, 2013. phenicx_euroitv13wsicc.pdf (86.1 KB)
M. Gillhofer and Schedl, M., “Iron Maiden while jogging, Debussy for dinner? - An analysis of music listening behavior in context”, in Proceedings of the 21st International Conference on MultiMedia Modeling (MMM 2015), Sydney, Australia, 2015. mmm_2015_final.pdf (315.8 KB)
J. Bosch and Gómez, E., “Melody extraction by means of a source-filter model and pitch contour characterization (MIREX 2015)”, in Music Information Retrieval Evaluation eXchange (MIREX), 2015. Bosch MIREX 2015.pdf (129.05 KB)
J. Bosch, Mayor, O., and Gómez, E., “Melovizz: A Web-based tool for Score-Informed Melody Extraction Visualization”, in ISMIR (Late Breaking Demo), 2015. ISMIR LBD Bosch - melovizz melody extraction visualisation.pdf (326.92 KB)
T. Gadermaier, Grachten, M., and Cancino-Chacon, C. Eduardo, “Modeling Loudness Variations in Ensemble Performance”, in 2nd International Conference on New Music Concepts (ICNMC 2016), Treviso, Italy, 2016.
T. Gadermaier, Grachten, M., and Cancino-Chacon, C. Eduardo, “Modeling Loudness Variations in Ensemble Performance”, in 2nd International Conference on New Music Concepts (ICNMC 2016), Treviso, Italy, 2016.
M. Schedl, Gómez, E., and Goto, M., “Multimedia Information Retrieval: Music and Audio”, in Proceedings of the 21st ACM International Conference on Multimedia, Barcelona, Spain, 2013.
M. Schedl, Gómez, E., and Goto, M., “Multimedia Information Retrieval: Music and Audio”, in Proceedings of the 21st ACM International Conference on Multimedia, Barcelona, Spain, 2013.
C. C. S. Liem, Gómez, E., and Schedl, M., “PHENICX: Innovating the Classical Music Experience”, in Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2015), Torino, Italy, 2015. phenicx_icme_preprint.pdf (4.59 MB)
E. Gómez, Grachten, M., Hanjalic, A., Janer, J., Jordà, S., Julià, C. F., Liem, C. C. S., Martorell, A., Schedl, M., and Widmer, G., “PHENICX: Performances as Highly Enriched aNd Interactive Concert Experiences”, in SMAC Stockholm Music Acoustics Conference 2013 and SMC Sound and Music Computing Conference 2013, Stockholm, Sweden, 2013. PHENICX-smac2013-6.0.pdf (165.35 KB)
E. Gómez, Grachten, M., Hanjalic, A., Janer, J., Jordà, S., Julià, C. F., Liem, C. C. S., Martorell, A., Schedl, M., and Widmer, G., “PHENICX: Performances as Highly Enriched aNd Interactive Concert Experiences”, in SMAC Stockholm Music Acoustics Conference 2013 and SMC Sound and Music Computing Conference 2013, Stockholm, Sweden, 2013. PHENICX-smac2013-6.0.pdf (165.35 KB)
A. Arzt, Böck, S., Flossmann, S., Frostel, H., Gasser, M., Liem, C. C. S., and Widmer, G., “The Piano Music Companion”, in Proceedings of the Conference on Prestigious Applications of Intelligent Systems (PAIS), 2014.
S. Van Herwaarden, Grachten, M., and De Haas, W. B., “Predicting expressive dynamics in piano performances using neural networks”, in Proceedings of the 15th International Conference on Music Information Retrieval, Taipei, Taiwan, 2014. nn_piano.pdf (219.6 KB)
Conference Proceedings
M. Schedl, Eghbal-zadeh, H., Gómez, E., and Tkalčič, M., “An Analysis of Agreement in Classical Music Perception and Its Relationship to Listener Characteristics”, Proceedings of the 17th International Society for Music Information Retrieval Conference (ISMIR 2016). New York, USA, 2016. eroica-study_ismir_2016.pdf (125.97 KB)
J. Bosch and Gómez, E., “Melody extraction in symphonic classical music: a comparative study of mutual agreement between humans and algorithms”, 9th Conference on Interdisciplinary Musicology – CIM14. Berlin, 2014. cim14_submission_114_ready.pdf (740.38 KB)
A. Martorell and Gómez, E., “Systematic multi-scale set-class analysis”, 15th International Society for Music Information Retrieval Conference, Taipei, Taiwan. Taipei (Taiwan), 2014.
Journal Article
M. Grachten and Krebs, F., “An Assessment of Learned Score Features for Modeling Expressive Dynamics in Music”, {IEEE} Transactions on Multimedia, vol. 16, pp. 1211–1218, 2014. GrachtenKrebs-TMM2311013-preprint.pdf (731.59 KB)
A. Martorell and Gómez, E., “Hierarchical multi-scale set-class analysis”, Journal of Mathematics and Music, pp. 1-14, 2014. Martorell-Gómez (2014) - Hierarchical multi-scale set-class analysis (preprint).pdf (1.64 MB)
M. Schedl, Gómez, E., and Urbano, J., “Music Information Retrieval: Recent Developments and Applications”, {Foundations and Trends in Information Retrieval}, vol. 8, pp. 127–261, 2014. article_mir_online.pdf (6.4 MB)