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Towards a Corpus (and Language)-Independent Screening of Parkinson’s Disease from Voice and Speech through Domain Adaptation

End-to-end deep learning models have shown promising results for the automatic screening of Parkinson’s disease by voice and speech. However, these models often suffer degradation in their performance when applied to scenarios involving multiple corpora. In addition, they also show corpus-dependent...

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Detalles Bibliográficos
Autores principales: Ibarra, Emiro J., Arias-Londoño, Julián D., Zañartu, Matías, Godino-Llorente, Juan I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10669342/
https://www.ncbi.nlm.nih.gov/pubmed/38002440
http://dx.doi.org/10.3390/bioengineering10111316