audio-classifier-convNet

This repository reconstructs the results based on this paper

We are going to create a Convolution Neural network to distinguish between different "sounds".

The Sounds we are going to distinguish are a part of the UrbanSound8K dataset. This consists of over 8,000 sounds of 10 categories:

  • Children playing
  • Dog Barking
  • Jackhammer
  • Running Engine
  • Air conditioner
  • Street music
  • Gun shots
  • Siren
  • Drilling
  • Car Horn

Everything is in the jupyter notebook.

Here is my video that explains everything going on.