Classification of control/pathologic subjects with support vector machines

The diagnosis of pathologies using vocal acoustic analysis has the advantage of been noninvasive and inexpensive technique compared to traditional technique in use. In this work the SVM were experimentally tested to diagnose dysphonia, chronic laryngitis or vocal cords paralysis. Three groups of par...

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Bibliographic Details
Main Author: Teixeira, Felipe L. (author)
Other Authors: Fernandes, Joana Filipa Teixeira (author), Guedes, Victor (author), Candido Junior, Arnaldo (author), Teixeira, João Paulo (author)
Format: conferenceObject
Language:eng
Published: 2020
Subjects:
Vocal acoustic analysis
MFCCs
Jitter
Shimmer
HNR
SVM functions
SVM methods
Online Access:http://hdl.handle.net/10198/21791
Country:Portugal
Oai:oai:bibliotecadigital.ipb.pt:10198/21791

Internet

http://hdl.handle.net/10198/21791

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