Title
Experiment with Stress Detection in Phonation Signal Recorded in Open-Air MRI Device
Abstract
The paper is focused at detection of stress level in the phonation by Gaussian mixture models (GMM) classification. The proposed method compares partial GMM recognition scores for normal speech represented by a neutral state and low-arousal emotions with positive valence and for stressed speech modelled by high-arousal emotions with negative pleasure. For creation and training of the GMMs of the n...
Year
DOI
Venue
2021
10.1109/TSP52935.2021.9522619
2021 44th International Conference on Telecommunications and Signal Processing (TSP)
Keywords
DocType
ISBN
Vibrations,Training,Performance evaluation,Databases,Magnetic resonance imaging,Speech recognition,Telecommunications
Conference
978-1-6654-2933-7
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Jiří Přibil100.34
Anna Přibilová200.34
Ivan Frollo300.34