Urban-Sound-Classification

Urban Sound Classification

Notebooks

Feedforward Network(Blogpost)

Convolutional Network (Blogpost)

Recurrent Network

Tools

Python 3.5 (or above) is used during development and following libraries are required to run the code provided in the notebook:

• Tensorflow 2.x
• Numpy
• Matplotlib
• Librosa

Dataset

The UrbanSound8k dataset used for model training, can be downloaded from the following link.

Another related dataset that can be used is Google's AudioSet.