Speech Analytics Part -3, Creating a SpeechToText Classifier

A simple Speech To Text Classifier Algorithm made from Scratch for Beginners. Making a sound model is very similar to making a Data, NLP or Computer Vision. The most important part is to understand the Basics of sound wave and how we pre-process it to put it in a model.

Speech Analytics Part -1, Basics of Speech Analytics

Learn about the basics properties of sound wave, how to extract features and pre-process them in this part. Speech signals are sound signals, defined as pressure variations travelling through the air. These variations in pressure can be described as waves and correspondingly they are often called sound waves. Sound wave can be described by five characteristics: Wavelength, Amplitude, Time-Period, Frequency and Velocity or Speed

Speech Analytics, Sound Analytics in TorchAudio

Learn how to do sound pre-processing in TorchAudio. The landscape of DataScience is changing everyday. In the last few years we have seen numerous number of research and advancement in NLP and Computer Vision field.