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Music-Classification

The ultimate music genre classifier using both acoustic features and spectrogram with 98% accuracy on the given test dataset

Features

  • Root Mean Square
  • Chroma Feature
  • Spectral Centroid
  • Spectral Bandwidth
  • Rolloff Frequency
  • Zero-Crossing Rate
  • Mel-Frequency Cepstrum Coefficients
  • Spectrogram

Models

  • Fully-connected deep network for acoustic features
  • Convolutional Neural Network for spectrograms

Aggregation method: Choose the model with more confident outputs

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