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Utilizing Hierarchical Structure for Audio-Based Music Similarity

Code for the Late-Breaking Demo on ISMIR 2021 | Paper, Poster, Video

Instructions

The code was tested with Python 3.8, but 3.7 and above should work. The dependecies to run it are:

  • numpy
  • scipy
  • librosa
  • matplotlib
  • scikit-learn
  • your prefered way to run jupyter notebooks

For simplicity, I decided to add everything to the align-and-compare.ipynb notebook, so you can follow every step linearly.

Notes

This is an ongoing work, and more things will be and have been developed since the submission of the paper. This repository is meant for the demonstration of the concepts mentioned in the paper. Please feel free to reach out to me about any aspects of this project.