https://github.com/phuang1024/pianoml

Use a transformer to compose music pieces.
https://github.com/phuang1024/pianoml

Last synced: about 2 months ago
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Use a transformer to compose music pieces.

• Host: GitHub
• URL: https://github.com/phuang1024/pianoml
• Owner: phuang1024
• Created: 2023-04-09T06:59:53.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2024-03-16T19:32:36.000Z (10 months ago)
• Last Synced: 2024-03-17T02:40:37.322Z (10 months ago)
• Language: Python
• Size: 1.58 MB
• Stars: 4
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Piano ML

Hackathon project by

[PeaceOfPi](https://github.com/PeaceOfPi),

[Sinha-Soumik](https://github.com/Sinha-Soumik),

[The-Senate-I-Am](https://github.com/The-Senate-I-Am),

and [phuang1024](https://github.com/phuang1024)

## Running Locally

```bash

pip install -r requirements.txt

```

### ML Server

The ML autocomplete program is run as a server separate from the GUI. (They could be run

from the same computer.)

You also need to obtain a model. I have trained a model, which you can download at this link

https://drive.google.com/file/d/1zXGMuueuYocWr0hC9wyOJsqzEnHa8h3k/view?usp=share_link

```bash

cd ml

# Save model to this file:

mkdir results

mv /path/to/model.pt results/model.pt

python server.py

```

### GUI

```bash

cd gui

python main.py --ip ip_of_server

```

## GUI Usage

The GUI is a basic MIDI recording system with a fixed length of 30 seconds.

Playing the piano is done via keyboard; use the keys `awsedftgyhujkolp;'`, which resemble

the keys on a piano. Use the keys `z` and `x` to move down and up octaves.

Press the `Record` button and play a melody. Press the `Stop` button to end recording.

Press the `Autocomplete` button to query the ML program. The neural network will return

a completion after the last note you have recorded.