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cs.CL2026
Iterative LLM-based improvement for French Clinical Interview Transcription and Speaker Diarization
Ambre Marie, Thomas Bertin, Guillaume Dardenne +1
Automatic speech recognition for French medical conversations remains challenging, with word error rates often exceeding 30% in spontaneous clinical speech. This study proposes a m…
cs.CL2025
Suicide Risk Assessment Using Multimodal Speech Features: A Study on the SW1 Challenge Dataset
Ambre Marie, Ilias Maoudj, Guillaume Dardenne +1
The 1st SpeechWellness Challenge conveys the need for speech-based suicide risk assessment in adolescents. This study investigates a multimodal approach for this challenge, integra…