S-TRANSFORM AND GAUSSIAN MIXTURE MODEL FOR ACOUSTIC SCENE CLASSIFICATION

S-TRANSFORM AND GAUSSIAN MIXTURE MODEL FOR ACOUSTIC SCENE CLASSIFICATION

In this study, Acoustic Scene Classification (ASC) system is designed with the help of S-transform and Gaussian Mixture Model (GMM). The S-transform is an extension of continuous wavelet transform that combines the progressive resolution with phase information. Thus, it exhibits the amplitude respon...

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Bibliographic Details
Main Author: Santosh Kumar Srivastava
Format: Article
Language:English
Published: XLESCIENCE 2020-06-01
Series:International Journal of Advances in Signal and Image Sciences
Subjects:
acoustic scene classification, time-frequency representation, s-transform, probabilistic classifiers, gaussian mixture model.
Online Access:https://xlescience.org/index.php/IJASIS/article/view/54

Internet

https://xlescience.org/index.php/IJASIS/article/view/54

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