Performance Evaluation of Different Speech-Based Emotional Stress Level Detection Approaches

Performance Evaluation of Different Speech-Based Emotional Stress Level Detection Approaches

This study presents a comprehensive evaluation and comparison of selected conventional and advanced approaches for detecting and classifying emotional stress levels from speech. Three representative and publicly available stress datasets-CRISIS, StressDat, and SUSAS-were used. A detailed comparative...

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Bibliographic Details
Main Authors: Jan Stas, Stanislav Ondas, Jozef Juhar
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Deep learning
emotional speech
feature selection
fundamental frequency
generalization
levels of stress
Online Access:https://ieeexplore.ieee.org/document/11059908/
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https://ieeexplore.ieee.org/document/11059908/

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