karolpiczak / echonet

Convolutional neural networks for sound classification

EchoNet

Porting some of my old convnet code into Keras - a work in progress.

It's still a very rough skeleton, so use at your own risk, but due to numerous inquiries I decided to publish it sooner rather than later. I will try to implement the missing bits soon.

Current features:

• examples/esc_convnet_paper.py reimplements the Environmental Sound Classification with Convolutional Neural Networks paper
• echonet/datasets/esc_original.py provides a loading wrapper around the ESC-50 dataset

For the time being some important requirements:

• Python 3.5
• ESC-50 WAV version: https://github.com/karoldvl/ESC-50/archive/wav-files.zip
• Install dependencies with sudo pip install -r requirements.txt