publications


phd thesis

Scurto, H., Designing With Machine Learning for Interactive Music Dispositifs. To be defended on December 2nd 2019 at IRCAM, Paris, Fr. Sorbonne Université.


journal articles / conference proceedings

Scurto, H., Van Kerrebroeck, B., Caramiaux, B., Bevilacqua, F. (2019). Designing Deep Reinforcement Learning for Human Parameter Exploration. arXiv preprint arXiv:1907.00824. pdf

Scurto, H., & Chemla—Romeu-Santos, A. (2019). Machine Learning for Computer Music Multidisciplinary Research: A Practical Case Study. To appear in International Symposium on Computer Music Multidisciplinary Research (CMMR’19). Springer, Cham.

Parke-Wolfe, S., Scurto, H., & Fiebrink, R. (2019). Sound Control: Supporting Custom Musical Interface Design for Children with Disabilities. In Proceedings of the 19th International Conference on New Interfaces for Musical Expression (NIME’19). pdf

Scurto, H., Bevilacqua, F., & Caramiaux, B. (2018). Perceiving Agent Collaborative Sonic Exploration In Interactive Reinforcement Learning. In Proceedings of the 15th Sound and Music Computing Conference (SMC 2018). pdf

Scurto, H., & Bevilacqua, F. (2018). Appropriating Music Computing Practices Through Human-AI Collaboration. In Journées d’Informatique Musicale (JIM 2018). pdf

Lemaitre, G., Scurto, H., Françoise, J., Bevilacqua, F., Houix, O., & Susini, P. (2017). Rising tones and rustling noises: Metaphors in gestural depictions of sounds. PloS one, 12(7), e0181786. pdf

Scurto, H., Bevilacqua, F., & Françoise, J. (2017). Shaping and Exploring Interactive Motion-Sound Mappings Using Online Clustering Techniques. In Proceedings of the 17th International Conference on New Interfaces for Musical Expression (NIME’17). pdf

Scurto, H., & Fiebrink, R. (2016). Grab-and-Play Mapping: Creative Machine Learning Approaches for Musical Inclusion and Exploration. In Proceedings of the 42nd International Computer Music Conference (ICMC 2016). pdf


communications / posters

Scurto, H., Liu, W., Matuszewski, B., Bevilacqua, F., Fréchin, J.-L., Petrevski, U., & Schnell, N. (2019). Entrain: Encouraging Social Interaction in Collective Music Making. To appear in ACM SIGGRAPH Studio 2019 (SIGGRAPH’19). ACM.

Scurto, H., Van Kerrebroeck, B., & Bevilacqua, F. (2018). Riding the Co-Explorers. In Proceedings of the 19th International Society for Music Information Retrieval Conference (ISMIR 2018). pdf

Scurto, H., & Bevilacqua, F. (2017). VIMOs: Enabling Expressive Mediation and Generation of Embodied Musical Interactions. In Proceedings of the 4th International Conference on Movement Computing (MOCO 2017). pdf

Scurto, H., Lemaitre, G., Françoise, J., Voisin, F., Bevilacqua, F., & Susini, P. (2016). Embodying sounds: Building and analysis of a database of gestural and vocal imitations. In 7th Conference of the International Society for Gesture Studies (ISGS 2016).

Scurto, H., Lemaitre, G., Françoise, J., Voisin, F., Bevilacqua, F., & Susini, P. (2015). Combining gestures and vocalizations to imitate sounds. In 170th Meeting of the Acoustical Society of America (ASA 2015).


academic reports

Scurto, H., Creative Interaction Paradigms for Machine Learning-Based Design of Gestural Musical Interfaces. Pre-doctoral report, ENS Paris-Saclay, Goldsmiths University of London, 2016. pdf

Scurto, H., Combination of Gesture and Vocalization in Sound Imitation. Master’s thesis, UPMC, IRCAM, 2015. pdf

Scurto, H., The Transverse Saxophone: Design and Prototyping. Bachelor’s report, ENS Paris-Saclay, LMA-CNRS, 2013. pdf

Scurto, H., Voicing and String Plucking in the Harpsichord. Bachelor’s report, ENS Paris-Saclay, ∂’Alembert, Philharmonie de Paris, 2012. pdf


press

Scurto, H., Lemaitre, G., Françoise, J., Voisin, F., Bevilacqua, F., & Susini, P. (2015). How would you sketch a sound with your hands? in ASA Press Room, 2015.