aus-python 0.0.31

A package with functionality for offline audio processing

aus

Introduction

This is a Python library for working with audio. It comes in two flavors - a regular Python version called pyaus, contained in the pyaus directory, and a Cython version called caus, contained in the caus directory.

Building and installation

1. If you are running Windows, you can simply run the command pip install aus-python to install a prepackaged version from PyPi.

2. If you are not running Windows, or if you want to build and install the package manually, follow these instructions:

   1. Before building this package, first decide whether you wish to use the Python version or the Cython version. Copy all of the .py files from pyaus or caus to the aus directory.

   2. You will need to have a Python virtual environment with build installed in it. Alternatively, you can simply install build in your local Python installation. You may also need to install the packages Cython, numpy, and setuptools to build the package.

   3. Run the command python -m build. The package will be located in the dist directory, in both .whl and .tar.gz format.

   4. To install the package in your local Python installation, simply navigate to the dist directory and run the command pip install filename.whl (replace filename with the actual name of the file in the dist directory).

   5. You are now ready to import aus into your Python code. Note that the package name is aus-python, because PyPi would not let me use the name aus. However, when importing into your Python code, you use the line import aus.audiofile or import aus.operations etc.

Documentation

Documentation is available at https://aus.readthedocs.io/en/latest/.

Dependencies

You will need the following Python libraries: matplotlib, numpy, pedalboard, regex, scipy. You will also need Cython if you want to build the Cython version.

Modules

The package is divided into 8 modules:

aus.analysis

Tools for spectral analysis and analysis of audio waveforms. Many of these tools are based on formulas from Florian Eyben's "Real-Time Speech and Music Classification," published by Springer in 2016. Among other things, this module computes spectral centroid, entropy, slope, and flatness.

aus.audiofile

This module is for reading and writing audio files, using either the pedalboard library or using (slower) code provided here.

aus.granulator

Funtionality for grain extraction

aus.operations

This module has various operations that can be performed on audio, such as spectral frame swapping, equal energy forcing, dc bias removal, and beat envelope generation.

aus.plot

Plotting functionality for audio and spectrum

aus.sampler

Tools for extracting samples from audio

aus.spectrum

Tools for spectral analysis

aus.synthesis

Tools for generating simple waveforms