Piano-Synth

A Bubbly-Virtual Piano with auto-generated key assist using deep learning.

How to Use

1. Clone the repo using git clone https://github.com/amifunny/Piano-Synth.git in the command line.
2. In the command line, go inside the folder and use set FLASK_APP=backend for windows or to avoid setting this, change backend.py to app.py.
3. Start the local server using flask run
4. Go to http://127.0.0.1:5000/ to interact with the demo.
5. Click Record Button and Play some notes on the piano.
6. After stopping recording, Click Generate to autoplay predicted tunes and download MIDI file

Dataset

Classical Music dataset is used from Kaggle with over 7Mb of classical MIDI files.

Model

Three GRU layers were used for building the music model in model/ folder. The training was roughly based on this python notebook of mine Music_Gen.ipynb.

Music21 library was used for creating midi files and processing music notes and chords.

Do provide feedback on the quality of music being generated or demo working issues if any.