29 citations · 73 across the 22 of their papers we have counts for
16 papers · 1 filter
A French OSCE Dialogue Dataset and Controllable Virtual Patient System for Clinical Training
Doria Bonzi, Tom Bourgeade, Fabrice Lefèvre +1
The clinical and communication skills of medical students are commonly assessed through Objective Structured Clinical Examinations (OSCEs), which consist of brief scenario-driven s…
Synthetic Audio Generation Framework for Air Traffic Control Speech Recognition
Raphaël Bagat, Zhe Zhang, Junichi Yamagishi +2
Automatic Speech Recognition (ASR) systems, despite achieving remarkable accuracy in general-purpose domains with native speech (L1), struggle in domains like Air Traffic Control (…
LLM-Based Data Generation and Clinical Skills Evaluation for Low-Resource French OSCEs
Tian Huang, Tom Bourgeade, Irina Illina
Objective Structured Clinical Examinations (OSCEs) are the standard method for assessing medical students' clinical and communication skills through structured patient interviews.…
Cross-lingual Matryoshka Representation Learning across Speech and Text
Yaya Sy, Dioula Doucouré, Christophe Cerisara +1
Speakers of under-represented languages face both a language barrier, as most online knowledge is in a few dominant languages, and a modality barrier, since information is largely…
BEST-RQ-Based Self-Supervised Learning for Whisper Domain Adaptation
Raphaël Bagat, Irina Illina, Emmanuel Vincent
Automatic Speech Recognition (ASR) systems, despite large multilingual training, struggle in low-resource scenarios where labeled data is scarce. We propose BEARD (BEST-RQ Encoder…
Speech Language Models for Under-Represented Languages: Insights from Wolof
Yaya Sy, Dioula Doucouré, Christophe Cerisara +1
We present our journey in training a speech language model for Wolof, an underrepresented language spoken in West Africa, and share key insights. We first emphasize the importance…