Transfer learning with audioSet to voice pathologies identification in continuous speech

The classification of pathological diseases with the implementation of concepts of Deep Learning has been increasing considerably in recent times. Among the works developed there are good results for the classification in sustained speech with vowels, but few related works for the classification in...

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Bibliographic Details
Main Author: Guedes, Victor (author)
Other Authors: Teixeira, Felipe L. (author), Oliveira, Alessa Anjos de (author), Fernandes, Joana Filipa Teixeira (author), Silva, Leticia (author), Candido Junior, Arnaldo (author), Teixeira, João Paulo (author)
Format: conferenceObject
Language:eng
Published: 2020
Subjects:
Long short term memory
Convolutional neural network
SVD
Deep learning
Voice pathologies diagnose
Online Access:http://hdl.handle.net/10198/21796
Country:Portugal
Oai:oai:bibliotecadigital.ipb.pt:10198/21796

Internet

http://hdl.handle.net/10198/21796

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