Explainable Enhanced Recurrent Neural Network for lie detection using voice stress analysis

Lie detection is a crucial aspect of human interactions that affects everyone in their daily lives. Individuals often rely on various cues, such as verbal and nonverbal communication, particularly facial expressions, to determine if someone is truthful. While automated lie detection systems can assi...

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Bibliographic Details
Published in:	Multimedia tools and applications Vol. 83; no. 11; pp. 32277 - 32299
Main Author:	Talaat, Fatma M.
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.03.2024 Springer Nature B.V
Subjects:	Algorithms Computer Communication Networks Computer Science Data Structures and Information Theory Datasets Explainable artificial intelligence Fuzzy logic Lie detectors Multimedia Information Systems Neural networks Recurrent neural networks Special Purpose and Application-Based Systems Stress analysis Voice communication Voice recognition Workflow Voice stress analysis Affective computing Deep recurrent neural network Lie detection
ISSN:	1573-7721, 1380-7501, 1573-7721
Online Access:	Get full text
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