Multi-channel spectrograms for speech processing applications using deep learning methods

T Arias-Vergara, P Klumpp, JC Vasquez-Correa… - Pattern Analysis and …, 2021 - Springer
Time–frequency representations of the speech signals provide dynamic information about
how the frequency component changes with time. In order to process this information, deep …

X-vectors: new quantitative biomarkers for early Parkinson's disease detection from speech

L Jeancolas, D Petrovska-Delacrétaz… - Frontiers in …, 2021 - frontiersin.org
Many articles have used voice analysis to detect Parkinson's disease (PD), but few have
focused on the early stages of the disease and the gender effect. In this article, we have …

Détection précoce de la maladie de Parkinson par l'analyse de la voix et corrélations avec la neuroimagerie

L Jeancolas - 2019 - theses.hal.science
Les modifications de la voix, prenant la forme de dysarthrie hypokinétique, sont un des
premiers symptômes à apparaître dans la maladie de Parkinson (MP). Un grand nombre de …