physhik / acapellabot

Acapella Extraction with a ConvNet

AcapellaBot

Isolating vocals from music with a Convolutional Neural Network. Blog post is here.

To Use:

1. Download the repo
2. Install the latest versions of Theano, Keras, librosa, and h5py on Python 3.
3. Set your dimension ordering to tf in ~/keras/keras.json:

   {
       "backend": "theano",
       "image_dim_ordering": "tf"
   }
   

4. Run python acapellabot.py song.mp3

Enjoy ❤