aqibsaeed / Urban-Sound-Classification

Urban sound classification using Deep Learning

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.