GitHub - jan-x-marek/Urban-Sound-Classification: Urban sound classification using Deep Learning

Urban Sound Classification

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

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.

Name		Name	Last commit message	Last commit date
Latest commit History 38 Commits
.gitignore		.gitignore
Audio Features Charts.ipynb		Audio Features Charts.ipynb
LICENSE		LICENSE
README.md		README.md
Snore Detection NN.ipynb		Snore Detection NN.ipynb
Urban Sound Classification using CNN.ipynb		Urban Sound Classification using CNN.ipynb
Urban Sound Classification using NN.ipynb		Urban Sound Classification using NN.ipynb
Urban Sound Classification using RNN.ipynb		Urban Sound Classification using RNN.ipynb
playground.ipynb		playground.ipynb
urban-sound-spectrogram.png		urban-sound-spectrogram.png