Baptiste Caramiaux

Marie Curie Postdoctoral Fellow
Supervisor: Prof. Marcelo M. Wanderley, Prof. Caroline Palmer

Email: baptiste [dot] caramiaux [at] ircam [dot] fr
Web: http://baptistecaramiaux.com
Fax: +1 (514) 398-2962
Phone: +1 (514) 398-4535 ext. 094846

Baptiste joined the IDMIL as a Marie Curie postdoctoral fellow, in January 2016, collaborating with Prof. Marcelo Wanderley, jointly with Prof. Caroline Palmer from the Sequence Production Lab, Department of Psychology. His current research focuses on computations promoting motor learning in music performance. Baptiste has conducted research at Goldsmiths University of London and IRCAM on the design of movement-computer interaction techniques for creative applications, promoting the use of a data-driven machine learning approach. He holds a PhD in computer science from University Pierre et Marie Curie (Paris 6).

Research Interests

Human-Computer Interaction
Machine Learning
Sensorimotor Learning
Music Performance
New Interfaces for Musical Expression

Academic Background

MS, Applied Mathematics and Engineering Master Degree
ENSIMAG (Applied Mathematics and Computer Science), INPG
MS, Acoustics, Signal Processing and Computer Science Applied to Music (ATIAM)
University Paris VI (Pierre et Marie Curie) and Telecom ParisTech
PhD Computer Music - Applied Mathematics
IRCAM - CNRS and University Paris VI (Pierre et Marie Curie)

Selected Publications

Full list of publications available on his website http://baptistecaramiaux.com/publications or Google Scholar

Fiebrink, R. and Caramiaux, B. The Machine Learning Algorithm as Creative Musical Tool. Oxford Handbook on Algorithmic Music (In Press)
Sarasua, A., Caramiaux, B., and Tanaka, A. Machine Learning of Personal Gesture Variation in Music Conducting. Proceedings of the Conference on Human Factors in Computing Systems (CHI), 2016
Caramiaux, B., Altavilla, A., and Pobiner, S. Form Follows Sound: Designing Interactions from Sonic Memories. Proceedings of the Conference on Human Factors in Computing Systems (CHI). pp. 3943-3952, 2015
Caramiaux, B., Donnarumma, M., & Tanaka, A. Understanding Gesture Expressivity through Muscle Sensing. ACM Transactions on Computer-Human Interaction. 21, 1-26, 2015
Caramiaux, B., Montecchio, N., Tanaka, A., & Bevilacqua, F. (December 2014). Adaptive Gesture Recognition with Variation Estimation for Interactive Systems. ACM Transactions on Interactive Intelligent Systems, 4, 1-33, 2014 Code
Caramiaux, B., Bevilacqua, F., Bianco, T., Schnell, N., Houix, O., & Susini, P.. The Role of Sound Source Perception in Gestural Sound Description. ACM Transactions on Applied Perception, 11, 1-19, 2014