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Welcome to Spafe’s documentation!

spafe (Simplified Python Audio Features Extraction) is a light weight library that aims to unite audio feature extraction algorithms in one simple code.

Dependencies

spafe is built using Python3 and it requires the following Python packages:

• NumPy (>= 1.22.0)

• SciPy (>= 1.8.0)

if you want to use the visualization module/ functions of spafe, you will need to install:

• Matplotlib (>= 3.5.2)

Installation

Install from PyPI

• You can simply install spafe using pip: pip install spafe

• To update an existing spafe version use: pip install -U spafe

Install from Anaconda

• Spafe is also available on anaconda: conda install spafe

Documentation

For the documentation of the modules please refer to:

• 📄 API documentation
  • spafe.fbanks
  • spafe.features
  • spafe.frequencies
  • spafe.utils

Citation

• If you want to cite spafe as a software, please cite the version used as indexed at Zenodo:

  • Ayoub Malek, Hadrien Titeux, Stefano Borzì, Christian Heider Nielsen, Fabian-Robert Stöter, Hervé BREDIN, & Kevin Mattheus Moerman. (2023). SuperKogito/spafe: v0.3.2 (v0.3.2). Zenodo. https://doi.org/10.5281/zenodo.7686438

• You can also cite spafe’s paper on JOSS:

  • Malek, A., (2023). Spafe: Simplified python audio features extraction. Journal of Open Source Software, 8(81), 4739, https://doi.org/10.21105/joss.04739

next

📄 API documentation