praudio: Audio preprocessing framework for Deep Learning audio applications

praudio

praudio provides objects and a script for performing complex preprocessing operations on entire audio datasets with one command.

praudio is implemented having Deep Learning audio/music applications in mind.

Operations are carried out on CPU. Preprocessing can also be run on-the-fly, for example, while training a model.

The library uses librosa as an audio processing backend.

You can install praudio both with pip via PyPi, and by cloning the praudio repo from GitHub.

For both approaches, it’s advisable to use a dedicated Python virtual environment.

Installing from PyPi is the easiest option. In the terminal type:

$ pip install praudio

First, you should clone the repository from GitHub:

$ git clone [email protected]:musikalkemist/praudio.git

Then, move to the project root and, to install the package,