2022-2023
Emotion recognition models from biosignals for ultra-personalized Music Recommender System.
role
Features extraction (EEG, EDA, ECG), ERP analysis, emotion classifier (SVM)
press
- Brut
exhibitions
VivaTech, CES 2024
keywords
brain-computer interface, affective computing, ML, neurosciences, music information retrieval, recommender systems, research
Orfey, the symbiosis between intuitive neurotechnology and emotion. Let yourself be transported into an immersive sound universe.
From 2022 to 2023 I was Research Scientist within the neurotech start-up ONTBO. The main project I developed is Orfey, a pair of headphones with embedded EEG electrodes, which is aimed at adapting music recommendations to the mood of individuals. We paired our EEG system with a smartwatch so as to provide various solutions for multimodal biosignal-based affective Music Recommender Systems. Precisely, created models for emotion recognition and personality traits inference from EEG, ECG and EDA signal. To develop this product, I worked jointly with Athénaïs Oslati (CEO) — recently named Forbes 30 Under 30 — and Stéphane Aubry (CTO).