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AI Instrument Classifier Using Pytorch

Report About this Project is available on "./Final_Report.pdf"
Presentation Video (Korean) is available on: https://youtu.be/SCpedCQ5zlI

Data

  1. Download Virtual instruments data from MuseScore
  2. Run "./data/gathering.cpp" => "output.wav" is generated
  3. Run "./data/toSpectro.py" => "ctq.nqz" is generated

or, you can simply download mine ctq.npz

Model

  1. It is in "./Instrument_Classifier.ipynb" includes training section.

"./model.pth" has model weights data that made 70% ACC.

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Instrument Classifier Using Pytorch

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