Sleep deprivation measured by voice analysis

This repository contains the Python & Matlab scripts to run the analyses of the paper: Thoret, E., Andrillon, T., Gauriau, C., Leger, D., Pressnitzer, D. (2022) Sleep deprivation measured by voice analysis, bioRxiv. 10.1101/2022.11.17.516913 10.1101/2022.11.17.516913

Python scripts perform the Machine Learning analyses but if data are put in the folder (see below) the analyses can be done with the Matlab scripts solely.

Data

The data are available at the following link (10.17605/OSF.IO/QUJKD). dataSTMTF.zip must be unzip in the main folder. The full output can be downloaded at the same link in the archive 'out.zip'

Author

• Developped by Etienne Thoret - For any questions/suggestions/bugs: please contact me at firstnamename@gmail.com