Vocal acoustic analysis: ANN versos SVM in classification of dysphonic voices and vocal cords paralysis

Vocal acoustic analysis is becoming a useful tool for the classification and recognition of laryngological pathologies. This technique enables a non-invasive and low-cost assessment of voice disorders, allowing a more efficient, fast, and objective diagnosis. In this work, ANN and SVM were experimen...

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Detalhes bibliográficos
Autor principal: Teixeira, João Paulo (author)
Outros Autores: Alves, Nuno Filipe Ribeiro (author), Fernandes, Paula O. (author)
Formato: article
Idioma:spa
Publicado em: 2020
Assuntos:
ANN
Classification
Feature selection
Hierarchical clustering
HNR
Jitter
Multilinear regression analysis
PCA
Shimmer
SVM
Vocal acoustic analysis
Voice pathologies
Texto completo:http://hdl.handle.net/10198/21790
País:Portugal
Oai:oai:bibliotecadigital.ipb.pt:10198/21790

Texto Completo

http://hdl.handle.net/10198/21790

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