selected publications
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academic article
- Voice characteristics from isolated rapid eye movement sleep behavior disorder to early Parkinson's disease. Parkinsonism & Related Disorders. 95:86-91. 2022
- X-Vectors: New Quantitative Biomarkers for Early Parkinson's Disease Detection From Speech. Frontiers in Neuroinformatics. 15. 2021
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conference paper
- Early-Stage Parkinson's Disease Detection Based on Optical Flow and Video Vision Transformer. . 1-6. 2024
- Early-Stage Parkinson's Disease Detection based on Action Unit Derivatives. HAL (Le Centre pour la Communication Scientifique Directe). 2023
- Comparison of Telephone Recordings and Professional Microphone Recordings for Early Detection of Parkinson’s Disease, Using Mel-Frequency Cepstral Coefficients with Gaussian Mixture Models. Interspeech 2022. 3033-3037. 2019
- Analyse de la voix au stade débutant de la maladie de Parkinson et corrélations avec analyse clinique et neuroimagerie. HAL (Le Centre pour la Communication Scientifique Directe). 2019
- Automatic detection of early stages of Parkinson's disease through acoustic voice analysis with mel-frequency cepstral coefficients. . 1-6. 2017