CLASSIFICATION OF PARKINSON’S DISEASE AND OTHER NEUROLOGICAL DISORDERS USING VOICE FEATURES EXTRACTION AND REDUCTION TECHNIQUES

CLASSIFICATION OF PARKINSON’S DISEASE AND OTHER NEUROLOGICAL DISORDERS USING VOICE FEATURES EXTRACTION AND REDUCTION TECHNIQUES

This study aimed to differentiate individuals with Parkinson's disease (PD) from those with other neurological disorders (ND) by analyzing voice samples, considering the association between voice disorders and PD. Voice samples were collected from 76 participants using different recording devi...

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Bibliographic Details
Main Authors: Oumaima Majdoubi, Achraf Benba, Ahmed Hammouch
Format: Article
Language:English
Published: Lublin University of Technology 2023-09-01
Series:Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska
Subjects:
voice analysis
Parkinson’s disease
MFCC
PCA
naive Bayes kernel
machine learning
Online Access:https://ph.pollub.pl/index.php/iapgos/article/view/3685

Internet

https://ph.pollub.pl/index.php/iapgos/article/view/3685

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