no code implementations • 30 Dec 2023 • Ting Zhu, Shufei Duan, Camille Dingam, HuiZhi Liang, Wei zhang
This algorithm effectively addresses the challenges of the imbalanced dataset and non-linearity in dysarthric speech and simultaneously provides a robust representation of the local pathological features of the vocal folds and tracts.
no code implementations • 14 Dec 2023 • Ting Zhu, Shufei Duan, HuiZhi Liang, Wei zhang
The automatic recognition tested on speech and glottal data, with average accuracy of 78% for controls and 60% for patients in audio, while 51% for controls and 38% for patients in glottal data, indicating an influence of the disease on emotional expression.