Baptiste CaramiauxMarie Curie Postdoctoral FellowSupervisor: 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