Orchestration System

For the convenience of the artists to modify and improve their piano music before projective orchestration, save composer of time and effort, and help non-professional individuals try orchestral music creation, I developed a music generation system based on Deep Neural Networks, which can return the harmonious combination of orchestral according to the piano input. This system can help the composer complete projective orchestration.

Demo

input_piano_clip.mid : Input from front-end

generated_orchestraion_clip.wav : Output orchestration audio returning to front-end

Environment Requirement

Python 3.7

Flask

Magenta ( not Magenta.js)

Due to Github storage limited, check point has been ignored, download "all_instruments" checkpoint and put in /ckpt to recover: https://storage.googleapis.com/magentadata/models/gansynth/all_instruments.zip

Architecture