Machine Learning on Sound and Audio data

In this article, you will learn the basics of doing Machine Learning on sound data. Sound data (often called audio data) is a data type that is not very intuitive to work with. The big difficulty when starting with sound data is that, unlike tabular data or images, sound data is not easy to represent in a tabular format. As you may or may not know, images can be easily represented as matrices, because they are based on pixels. Each of the pixels has a value that indicates the intensity of the black and white (or for color images you have an intensity of red, green, and blue separately).