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Comparison of the prediction accuracy of machine learning algorithms in crosslinguistic vowel classification

Machine learning algorithms can be used for the prediction of nonnative sound classification based on crosslinguistic acoustic similarity. To date, very few linguistic studies have compared the classification accuracy of different algorithms. This study aims to assess how well machines align with hu...

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Detalles Bibliográficos
Autor principal: Georgiou, Georgios P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10511699/
https://www.ncbi.nlm.nih.gov/pubmed/37730823
http://dx.doi.org/10.1038/s41598-023-42818-3