Inter classifier comparison to detect voice pathologies

Inter classifier comparison to detect voice pathologies

Voice pathologies are irregular vibrations produced due to vocal folds and various factors malfunctioning. In medical science, novel machine learning algorithms are applied to construct a system to identify disorders that occur invoice. This study aims to extract the features from the audio signals...

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Bibliographic Details
Main Authors: Sidra Abid Syed, Munaf Rashid, Samreen Hussain, Anoshia Imtiaz, Hamnah Abid, Hira Zahid
Format: Article
Language:English
Published: AIMS Press 2021-04-01
Series:Mathematical Biosciences and Engineering
Subjects:
voice disorder
svm
naïve bayes
decision tree
ensemble
mfcc
Online Access:http://www.aimspress.com/article/doi/10.3934/mbe.2021114?viewType=HTML

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http://www.aimspress.com/article/doi/10.3934/mbe.2021114?viewType=HTML

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