Audio Event Classification using the Genetic Regulatory Network

Abstract

The massive multimedia data, including video, audio, and text can be used by users in content browsing, retrieval, classification management. In this study, audio event classification through a Genetic Regulatory Network (GRN) is considered. Genetic Regulatory Network is adopted as classification framework to detect audio events such as gunshot, explosion for surveillance system at important public places in a noisy environment. Selecting GRN for designing a classifier among the different classifier in event detection system can not only reduce cost and effort with high performance accuracy in varying nature of environments.