cnn-speech-denoising

Installation:

pip install docopt numpy h5py
# you also need to install caffe to ~/caffe

cd ~/caffe # go to your caffe directory
mkdir project
cd project
git clone https://github.com/vzhong/cnn-speech-denoising.git

Dataset

This will give you the raw dataset we used, as well as the train/dev splits and sample patches we feed into the convnet.

cd cnn-speech-denoising/dataset
scp -r [email protected]:/scr/vzhong/cnn-speech-denoising/dataset/mfcc .

Training:

# edit run.sh to reflect your configuration
./run.sh