emptymalei / audiorepr

A python package to represent data using musical notes.

audiorepr

A python package to represent data using musical notes.

Installation

pip install audiorepr

Examples

Demo in examples/covid19.py.

import pandas as pd
from audiorepr import audiolize

ecdc = "https://gist.githubusercontent.com/emptymalei/90869e811b4aa118a7d28a5944587a64/raw/1534670c8a3859ab3a6ae8e9ead6795248a3e664/ecdc%2520covid%252019%2520data"

df = pd.read_csv(ecdc)

audiolize.audiolizer(df, target="ecdc-covid19-by-date.midi", pitch_columns=["DE", "AT", "FR"])

• By default, we use a min-max mapper to map the data onto midi notes 16 to 96. You can easily write your own mapper or simply map your own data on to the range [0, 126].
• The specified pandas dataframe columns will be mapped onto different tracks.
• audiolize.audiolizer also accepts numpy array or list as data input.

Play the output midi file using the player of your choice.

• timidity(Mac, Win, Linux): a midi play in your terminal.
• GarageBand(Mac): free software by Apple. GarageBand allows you to change tune the audio by changing the volumes, instruments, tempo, etc.

Documentation

Read the Documentation Here.

Development

1. Create a new environment: conda create -n audiorepr python=3.7 pip
2. Instal requirements: pip install -r requirements

Generate Documentation

The documentation is generated through sphinx.

1. cd docs
2. make html

The generated documentation is located inside build/html.

To update the documentation, update the .rst files in the source folder.

Publishing

Publishing to PYPI service:

1. Run python setup.py sdist bdist_wheel
2. Test upload: python -m twine upload --repository testpypi dist/*
3. Upload:

   python -m twine upload dist/*