Melody Generator

A project indulged with generating ear soothing sounds using artificial neural network. This project generated sounds on based of user request with various different instrument .

Theory

The model is based on image generation using W-GAN but instead of using real images we use a binary representation of beats, and stop duration on an image and use our W-gan to generate that bit image, and then we transfer that image back to original beats, Notes and chords

How to use it?

1. pip install -r requirements.txt
2. once setup is done you need to download models for each instrument and place it under weights folder DRUM ,PIANO
3. Currently this script is able to render 2 different instrument i.e. Piano and Drum {0 for drum,1 for piano}
4. Demo command to get user started python melody_generator.py --instrument 0 --sequence 3
5. After running the above command you will get two output one bit image and second midi file play it and enjoy <:)

Update List(13/03/2022):-

Drum model weights updated in drive //TODO train model on more instruments

Update List(14/04/2022):-

Piano model weights updated in drive //TODO train model on more instruments