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dream-coda-tb-sc1-chsxashoka

DREAM CODA TB SC1 - MFCC with ANN and CNN

Input

All inputs are in the folder input. The metadata is in input/metadata/. It includes the following files:

  • test.csv: the test set metadata
  • Train/Test: The csv files for Train/Test for each fold. The audio files are in input/audio/. It includes the following files:
  • .wav: The audio files for all files.

Requirements

  • Python 3.9.8
  • Librosa 0.8.1
  • Numpy 1.23.5
  • Pandas 1.5.2
  • Tensorflow 2.11.0
  • Keras 2.11.0
  • Scikit-learn 1.2.0
  • Matplotlib 3.6.3
  • Seaborn 0.12.2
  • onnxruntime 1.13.1
  • tf2onnx 1.13.0

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DREAM CODA TB SC1 - MFCC with ANN and CNN

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