https://github.com/amifunny/piano-synth

A Bubbly-Virtual Piano with auto-generated key assist using deep learning.
https://github.com/amifunny/piano-synth

Last synced: about 1 month ago
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A Bubbly-Virtual Piano with auto-generated key assist using deep learning.

• Host: GitHub
• URL: https://github.com/amifunny/piano-synth
• Owner: amifunny
• Created: 2020-07-09T18:21:58.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2022-12-06T14:13:49.000Z (almost 2 years ago)
• Last Synced: 2023-03-05T12:39:12.656Z (over 1 year ago)
• Language: JavaScript
• Homepage:
• Size: 22.4 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 4
• Metadata Files:
  • Readme: README.md

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README

        

# Piano-Synth

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

![Preview of Piano-Sim](Preview.JPG)

## 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](https://www.kaggle.com/soumikrakshit/classical-music-midi) 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](https://github.com/amifunny/Deep-Learning-Notebook/blob/master/Music_gen.ipynb).

[Music21 library](https://web.mit.edu/music21/doc/) 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.**