Machine-Learning Analysis of Voice Samples Recorded through Smartphones: The Combined Effect of Ageing and Gender

Machine-Learning Analysis of Voice Samples Recorded through Smartphones: The Combined Effect of Ageing and Gender

Background: Experimental studies using qualitative or quantitative analysis have demonstrated that the human voice progressively worsens with ageing. These studies, however, have mostly focused on specific voice features without examining their dynamic interaction. To examine the complexity of age-r...

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Bibliographic Details
Main Authors: Francesco Asci, Giovanni Costantini, Pietro Di Leo, Alessandro Zampogna, Giovanni Ruoppolo, Alfredo Berardelli, Giovanni Saggio, Antonio Suppa
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Sensors
Subjects:
ageing
gender
machine learning
support vector machine
voice analysis
Online Access:https://www.mdpi.com/1424-8220/20/18/5022

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