Voice Pathology Detection and Classification Using Convolutional Neural Network Model

Voice Pathology Detection and Classification Using Convolutional Neural Network Model

Voice pathology disorders can be effectively detected using computer-aided voice pathology classification tools. These tools can diagnose voice pathologies at an early stage and offering appropriate treatment. This study aims to develop a powerful feature extraction voice pathology detection tool ba...

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Bibliographic Details
Main Authors: Mazin Abed Mohammed, Karrar Hameed Abdulkareem, Salama A. Mostafa, Mohd Khanapi Abd Ghani, Mashael S. Maashi, Begonya Garcia-Zapirain, Ibon Oleagordia, Hosam Alhakami, Fahad Taha AL-Dhief
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Applied Sciences
Subjects:
voice pathology detection
voice pathology classification
convolutional neural network
Saarbrücken voice database
the vowel /a/
residual network (ResNet34)
Online Access:https://www.mdpi.com/2076-3417/10/11/3723

Internet

https://www.mdpi.com/2076-3417/10/11/3723

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