Security & Future
Vol. 5 (2021), Issue 3, pg(s) 106-107

TECHNICAL FACILITIES FOR ENSURING SECURITY

Implementation of svm in clasiffaing sources of acoustic signals

  • 1 Institute of Metal Science, Equipment and Technology with Hydroaerodynamic Center at Bulgarian Academy of Sciences

Abstract

The paper addresses the problem of acoustic signal classification and report the current state of the art in the field. More specifically the paper sheds light on the mathematical apparatus behind one specific method used for classification of sound sources – SVM (support vector machines). As well we propose use of histogram of oriented gradients (HOG) as features descriptor and explain how they work.

Keywords

References

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