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

Abstract 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 alig...

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Bibliographic Details
Main Author: Georgios P. Georgiou
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-42818-3