AUTOMATIC IDENTIFICATION OF DYSPHONIAS USING MACHINE LEARNING ALGORITHMS

AUTOMATIC IDENTIFICATION OF DYSPHONIAS USING MACHINE LEARNING ALGORITHMS

Dysphonia is a prevalent symptom of some respiratory diseases that affects voice quality, even for prolonged periods. For its diagnosis, speech-language pathologists make use of different acoustic parameters to perform objective evaluations on patients and determine the type of dysphonia that affect...

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Bibliographic Details
Main Authors: Miguel Angel BELLO RIVERA, Carlos Alberto REYES GARCÍA, Tania Cristal TALAVERA ROJAS, Perfecto Malaquías QUINTERO FLORES, Rodolfo Eleazar PÉREZ LOAIZA
Format: Article
Language:English
Published: Polish Association for Knowledge Promotion 2023-12-01
Series:Applied Computer Science
Subjects:
dysphonia
machine learning
multiclass classification
voice signal
Online Access:https://ph.pollub.pl/index.php/acs/article/view/4571

Internet

https://ph.pollub.pl/index.php/acs/article/view/4571

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