research

In our lab, we have two main research lines:

Machine Learning for Audio, with a particular focus on:

  • General-purpose audio models (audio foundation models).
  • Reservoir computing.
  • audio-driven reinforcement learning.

Neurocomputational mechanisms of sound and sound scene encoding, with a particular focus on:

  • Holistic models of sound scene processing in naturalistic sound scenes.
  • Ultra high-field functional magnetic resonance imaging.
  • Invasive intracranial recordings.