Empirical Comparison between Deep and Classical Classifiers for Speaker Verification in Emotional Talking Environments

Empirical Comparison between Deep and Classical Classifiers for Speaker Verification in Emotional Talking Environments

Speech signals carry various bits of information relevant to the speaker such as age, gender, accent, language, health, and emotions. Emotions are conveyed through modulations of facial and vocal expressions. This paper conducts an empirical comparison of performances between the classical classifie...

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Bibliographic Details
Main Authors: Ali Bou Nassif, Ismail Shahin, Mohammed Lataifeh, Ashraf Elnagar, Nawel Nemmour
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Information
Subjects:
classical classifiers
deep neural network
emotional speech
feature extraction
speaker verification
Online Access:https://www.mdpi.com/2078-2489/13/10/456

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https://www.mdpi.com/2078-2489/13/10/456

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