Paralinguistic and spectral feature extraction for speech emotion classification using machine learning techniques

Paralinguistic and spectral feature extraction for speech emotion classification using machine learning techniques

Abstract Emotion plays a dominant role in speech. The same utterance with different emotions can lead to a completely different meaning. The ability to perform various of emotion during speaking is also one of the typical characters of human. In this case, technology trends to develop advanced speec...

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Bibliographic Details
Main Authors: Tong Liu, Xiaochen Yuan
Format: Article
Language:English
Published: SpringerOpen 2023-05-01
Series:EURASIP Journal on Audio, Speech, and Music Processing
Subjects:
Speech emotion classification
Paralinguistic features
Spectral features
Support vector machine
Multi-layer perceptron classifier
Online Access:https://doi.org/10.1186/s13636-023-00290-x

Internet

https://doi.org/10.1186/s13636-023-00290-x

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