Gender and Age Estimation Methods Based on Speech Using Deep Neural Networks

Gender and Age Estimation Methods Based on Speech Using Deep Neural Networks

The speech signal contains a vast spectrum of information about the speaker such as speakers’ gender, age, accent, or health state. In this paper, we explored different approaches to automatic speaker’s gender classification and age estimation system using speech signals. We applied various Deep Neu...

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Bibliographic Details
Main Authors: Damian Kwasny, Daria Hemmerling
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
speech processing
neural networks
gender classification
age estimation
x-vector
Online Access:https://www.mdpi.com/1424-8220/21/14/4785

Internet

https://www.mdpi.com/1424-8220/21/14/4785

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