Nicolas Farrugia’s website
About me
I am assistant professor (HdR) at IMT Atlantique, an elite technical university in France. I am in the BRAIn team (Better Representations for Artificial Intelligence) together with Vincent Gripon, Giulia Lioi, Bastien Pasdeloup, Axel Marmoret and Mathieu Leonardon.
My research interests include developing innovative methods to better understand Sounds and the Brain using modern machine learning and deep learning.
A few representative projects:
- Graph Signal Processing for Neuroimaging - see our overview paper
- Deep Learning for EEG
- Deep learning for Auditory Brain Encoding models
- Silent Cities - acoustic measurements from soundscapes collected worldwide during the COVID-19 pandemic
- Deep Learning for bioacoustics - see https://arxiv.org/abs/2312.15824, ICASSP’24 and https://arxiv.org/abs/2403.09598
- Collaborative projects in AI and ecoacoustics, in the context of the Nocturnal Environment Observatory
I am also a musician (I play jazz vibraphone and electronic instruments), and engage into transdisciplinary efforts in Art and Science projects.
The best updated list of publications is the one on Google Scholar
– Other projects :