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A tool to detect the music genre using machine learning with keras.
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Branch: master
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Music Genre Classification Pipeline

With some keras API changes some sttuff broke. The current combined model does not work. The loading of the architecture does not work, so it has to be rebuild and trained again.

Everything using python: webAPI → youtube-dl → vamp → keras → webAPI

Demo Video


keras, youtube-dl, vamp

Detailed guide in

feature extractions:

on Mac OS: copy plugins to /Library/Audio/Plugin-ins/Vamp

python libraries:

  • keras
  • sklearn

Simply run:

sudo python3 -m pip install keras

sudo python3 -m pip install sklearn

sudo python3 -m pip install matplotlib

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