CNRS Researcher at LRI, Univ. Paris-Sud, University Paris-Saclay, member of the INRIA-affiliated Team Ex-Situ

Office 206, Laboratoire de Recherche en Informatique (LRI)
Bât 650, Rue Noetzlin, 91190 Gif-sur-Yvette, France

Contact: firstname . lastname @ lri.fr

I am interested in how machine learning (and artificial intelligence techniques) when used in an interactive setting can help people to be creative, expressive and acquire skills. My primary use cases are Music and Dance.
My research is fundamentally interdisciplinary and includes many collaborations with students and colleagues. We use mixed methods from Cognitive Psychology, Human-Computer Interaction and Artificial Intelligence. We try to develop systems that can adapt to a user and that the user can adapt to her/his own needs and style. We are conducting hypothesis-driven controlled experiments in our lab with musicians, dancers or novices in certain skills. We also use inductive approaches involving observations and interviews in ecological contexts (for isntance dance or music studios).

News

  • 20-02-18 | 1yr CNRS funding for exploratory research (PEPS S2IH 2018) accepted, titled "Human-AI Interaction in Creativity"
  • 01-02-18 | Collaborative paper on "First-Person Perspectives in Design" pubilshed in Informatics
  • 29-06-17 | Corpus Nil Performance presented at MOCO'17 with M. Donnarumma
  • 04-06-17 | Delivering a workshop on Machine Learning for Psychology Researchers at the Montreal Institute of Neurology.
  • 22-05-17 | Corpus Nil received an award at Ars Electronica Award link
  • 19-05-17 | Delibvering a workshop on Skill Learning & Interactive Music Tech at NIME 2017 link
  • 04-17 | Long paper accepted at MOCO 2017, on Individuality in Piano Performance Depends on Skill Learning

Students

  • Jean-Philippe Rivière, PhD student working on "Facilitating Dance Movement Learning through Interactive Feedbacks", started October, 2017, co-supervised with Sarah Fdili Alaoui and Wendy Mackay
  • Téo Sanchez, MSc student working on "Active learning for supporting movement-based creative interaction", started February 2018.

Projects

  • CNRS-funded project INTACT (PEPS S2IH 2018), 02/2018-02/2019
  • EU project MIM (H2020-MSCA-IF-2014, GA no. 659232), Individual Fellowship, 01/2016-12/2018 mim.ircam.fr