What I've done
Papers, dataset & toolkit.
My papers
Evaluating speech recognition, how people perceive its errors, and metrics that go beyond Word Error Rate.
HATS-fr
An open French corpus for studying how humans perceive automatic speech recognition (ASR) errors, used to build evaluation metrics beyond Word Error Rate.
HATS-en
An open English corpus for studying how humans perceive automatic speech recognition (ASR), extending HATS-fr.
iRead4Skills: classifier and writing assistant
An open-access intelligent system that evaluates how complex a text is.
Where I've been
Marseille, Uppsala, Nantes, Avignon, Louvain-la-Neuve, Martigny.
Postdoc in NLP and speech processing
Working on LLM-based ASR (Automatic Speech Recognition) for low-resource domain adaptation.
Postdoc in NLP
In the context of the EU iRead4Skills project, I built text complexity tools that help adults strengthen their reading skills by suggesting texts at the right level for each person. Maintained and contributed to FABRA, a tool that extracts linguistic features from text. Supervised by Thomas François
PhD in NLP and speech processing
Nantes University - LS2N and Avignon University - LIA
Analysis and Understanding of the Evaluation of Automatic Speech Recognition Systems: Towards Metrics Integrating Human Perception. I studied how people perceive ASR errors and metrics beyond Word Error Rate across classical and end-to-end systems. Part of the ANR DIETS project. Supervised by Richard Dufour, Jane Wottawa and Mickaël Rouvier.
Internship in NLP
Aix-Marseille University - LIS, NLP team (TALEP)
Evaluated monolingual and cross-lingual embeddings, with a visualization method to see part-of-speech clusters, keeping low-resource languages in mind. Supervised by Carlos Ramisch and Manon Scholivet.
Master 2nd year, Artificial Intelligence and Machine Learning
Internship in Computer Science
Enriched the non-verbal behavior of an autonomous virtual patient to make human-machine interaction in virtual reality more believable. Supervised by Magalie Ochs and Philippe Blache.
Teaching
2021 to 2024