A Comparison of Machine Learning Algorithms and Feature Sets for Automatic Vocal Emotion Recognition in Speech

A Comparison of Machine Learning Algorithms and Feature Sets for Automatic Vocal Emotion Recognition in Speech

Vocal emotion recognition (VER) in natural speech, often referred to as speech emotion recognition (SER), remains challenging for both humans and computers. Applied fields including clinical diagnosis and intervention, social interaction research or Human Computer Interaction (HCI) increasingly bene...

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Bibliographic Details
Main Authors: Cem Doğdu, Thomas Kessler, Dana Schneider, Maha Shadaydeh, Stefan R. Schweinberger
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Sensors
Subjects:
machine learning
vocal emotion recognition
speech
emotional speech database
feature set
Online Access:https://www.mdpi.com/1424-8220/22/19/7561

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https://www.mdpi.com/1424-8220/22/19/7561

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