Fine Tuned Multitasking Neural Network for Parkinson's Disease Detection from Voice Recordings

Parkinson's disease (PD) is the second most prevalent neurodegenerative disorder in old age. It is characterized by symptoms such as resting tremor, rigidity, and gait disturbances. It also affects the natural production of speech, causing tremors of the voice and imprecise pronunciation, among...

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Bibliographic Details

Published in:	TecnoLógicas
Main Authors:	Diego Alexander López-Santander, Cristian David Ríos-Urrego, Juan Rafael Orozco-Arroyave
Format:	Article
Language:	English
Published:	Instituto Tecnológico Metropolitano 2025-07-01
Subjects:	deep learning multitask learning pathological speech classification transfer learning
Online Access:	https://revistas.itm.edu.co/index.php/tecnologicas/article/view/3307