TY - Generic T1 - Machine Learning of Personal Gesture Variation in Music Conducting T2 - CHI - Human Factors in Computing Systems Y1 - 2016 A1 - Sarasua, Alvaro A1 - Caramiaux, Baptiste A1 - Tanaka, Atau AB -

This note presents a system that learns expressive and idiosyncratic gesture variations for gesture-based interaction. The system is used as an interaction technique in a music conducting scenario where gesture variations drive music articulation. A simple model based on Gaussian Mixture Modeling is used to allow the user to configure the system by providing variation examples. The system performance and the influence of user musical expertise is evaluated in a user study, which shows that the model is able to learn idiosyncratic variations that allow users to control articulation, with better performance for users with musical expertise.

JF - CHI - Human Factors in Computing Systems PB - ACM Press CY - San Jose, CA ER - TY - CONF T1 - Modeling Loudness Variations in Ensemble Performance T2 - 2nd International Conference on New Music Concepts (ICNMC 2016) Y1 - 2016 A1 - Gadermaier, Thassilo A1 - Grachten, Maarten A1 - Cancino-Chacon, Carlos Eduardo JF - 2nd International Conference on New Music Concepts (ICNMC 2016) PB - ABEditore CY - Treviso, Italy ER - TY - CONF T1 - An evaluation of score descriptors combined with non-linear models of expressive dynamics in music T2 - Proceedings of the 18th International Conference on Discovery Science (DS 2015) Y1 - 2015 A1 - Cancino Chacón, C. E. A1 - M. Grachten JF - Proceedings of the 18th International Conference on Discovery Science (DS 2015) PB - Springer CY - Banff, Canada ER - TY - CONF T1 - Improving score-informed source separation for classical music through note refinement T2 - 16th International Society for Music Information Retrieval (ISMIR) Conference. Y1 - 2015 A1 - Marius Miron A1 - Julio José Carabias A1 - Jordi Janer JF - 16th International Society for Music Information Retrieval (ISMIR) Conference. CY - Malaga ER - TY - CONF T1 - Analysis and prediction of expressive dynamics using Bayesian linear models T2 - 1st international workshop on computer and robotic Systems for Automatic Music Performance (SAMP14) Y1 - 2014 A1 - Grachten, M A1 - Cancino Chacón, C. E. A1 - Widmer, G. JF - 1st international workshop on computer and robotic Systems for Automatic Music Performance (SAMP14) CY - Venice, Italy ER - TY - CONF T1 - Audio-to-score alignment at the note level for orchestral recordings T2 - 15th International Society for Music Information Retrieval Conference Y1 - 2014 A1 - Marius Miron A1 - Julio José Carabias A1 - Janer, J. KW - audio-to-score alignment KW - offset detection JF - 15th International Society for Music Information Retrieval Conference CY - Taipei, Taiwan ER - TY - CONF T1 - Bridging the Audio-Symbolic Gap: The Discovery of Repeated Note Content Directly from Polyphonic Music Audio T2 - 53rd AES Conference on Semantic Audio Y1 - 2014 A1 - Collins, Tom A1 - Sebastian Böck A1 - Krebs, Florian A1 - Widmer, Gerhard JF - 53rd AES Conference on Semantic Audio CY - London, UK ER - TY - CONF T1 - PatternViewer: An Application for Exploring Repetitive and Tonal Structure T2 - Proceedings of the 15th International Society for Music Information Retrieval Conference (ISMIR 2014) Y1 - 2014 A1 - Ali Nikrang A1 - Tom Collins A1 - Gerhard Widmer JF - Proceedings of the 15th International Society for Music Information Retrieval Conference (ISMIR 2014) CY - Taipei, Taiwan ER -