A Concise Review on Classification of Sound using Deep Learning

Abstract

Sound classification is a rapidly expanding field of study. Speech-processing apps like Amazon Alexa, Google Home, Siri, and others are essential for supporting us in our daily lives. Other uses of sound categorization include surveillance using sounds such as gunshot detection, which can assist law enforcement authorities in dispatching assistance as soon as such behaviour is discovered.

The goal of this study is to build a machine learning model to correctly classify a set of urban sounds from a sound recording. A machine learning model was created and trained to classify ten various types of sounds found in an urban setting.