mooey5775 / song-classification

Classifies song genres for 21-241 final project

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Song Genre Classifier

Tool to gain insight on song genres using Julia for a 21-241 Final Project. Uses mel-spectrogram and PCA to better understand differences between genres and provide some background to a future potential genre classifier.

3D PCA Results

Files

  • spectrogram_export.ipynb: Conversion from songs to mel-spectrograms
  • pca.ipynb: Main analysis, plotting, and PCA code

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Classifies song genres for 21-241 final project


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Language:Jupyter Notebook 100.0%