Combined Method for Informative Feature Selection for Speech Pathology Detection

• Published in: Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki (Online) Vol. 21; no. 4; pp. 110 - 117
• Main Authors: Likhachov, D. S., Vashkevich, M. I., Petrovsky, N. A., Azarov, E. S.
• Format: Journal Article
• Language: English
• Published: 29.08.2023

The task of detecting vocal abnormalities is characterized by a small amount of available data for training, as a consequence of which classification systems that use low-dimensional data are the most relevant. We propose to use LASSO (least absolute shrinkage and selection operator) and BSS (backwa...