Recognition of the Effect of Vocal Exercises by Fuzzy Triangular Naive Bayes, a Machine Learning Classifier: A Preliminary Analysis

Machine learning (ML) methods allow the development of expert systems for pattern recognition and predictive analysis of intervention outcomes. It has been used in Voice Sciences, mainly to discriminate between healthy and dysphonic voices. Parameter patterns of vocal acoustic analysis and vocal per...

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Veröffentlicht in:	Journal of voice 2022-11
Hauptverfasser:	Santana, Émile Rocha, Lopes, Leonardo, de Moraes, Ronei Marcos
Format:	Artikel
Sprache:	eng
Schlagworte:	Fuzzy classification Machine learning (ML) Naive bayes network Triangular distribution Vocal training Voice assessment
Online-Zugang:	Volltext
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