Voice based devices/applications are growing a lot. Today, there are Google Assistant, Alexa which takes our voice as input, process them and perform actions based on it. It uses state of art process in Speech to Text, Natural language understanding, deep learning and Text to speech. Before we dive into the code, let us understand a voice based application on a high level.