jimmyzzu / Urban-Sound-Classification

Urban sound classification using Deep Learning

Urban Sound Classification

Python notebook for blog post Urban sound classification using Neural Network.

Python notebook for blog post Urban sound classification using Convolutional Neural Network.

Urban sound classification using RNN.

Tools Required

Python 2.7 is used during development and following libraries are required to run the code provided in the notebook:

• Tensorflow
• 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.