selected publications

• 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

• 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