Clustering pathologic voice with kohonen SOM and hierarchical clustering

The main purpose of clustering voice pathologies is the attempt to form large groups of subjects with similar pathologies to be used with Deep-Learning. This paper focuses on applying Kohonen's Self-Organizing Maps and Hierarchical Clustering to investigate how these methods behave in the clust...

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Detalhes bibliográficos
Autor principal: Teixeira, João Paulo (author)
Outros Autores: Dajer, Maria (author), Oliveira, Alessa Anjos de (author)
Formato: conferenceObject
Idioma:por
Publicado em: 2022
Assuntos:
Texto completo:http://hdl.handle.net/10198/24674
País:Portugal
Oai:oai:bibliotecadigital.ipb.pt:10198/24674