Background In Machine Learning, engineers have to deal with a variety of data ranging from numerical, categorical, images, videos, speech, etc. This article will focus on audio data involved in activities like speech recognition, speech-to-text, text-to-speech, audio classification, etc. The activities involved with this data are, but are not limited to: …