This repository contains a short introduction on the topic of audio and speech processing, from the very basics to the numerous applications.

You can open the notebook directly in colab here:

This notebook briefly shows:

• What is a sound and how do we represent it digitally
• How we prepare audio data for a deep learning model
• Time Domain vs Frequency Domain
• Spectrum and Spectrograms
• Data Augmentation Techniques
• Deep Learning Models with some examples
  • Speaker Identification
  • Emotion Recognition
  • Intent Classification
  • Keyword Spotting
  • Speech-to-Text
  • Text-to-Speech
  • Speech Translation
  • Music Generation
  • LLMs for Speech: Gemini

If you want to get in touch with me, you can send me an email at [email protected].