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Machine Learning and Deep learning techniques to Classify Music Genre

Jupyter Notebook 99.71% Python 0.05% PureBasic 0.25%
music music-genre-classification machine-learning deep-learning knn logistic-regression cnn neural-networks naive-bayes mfcc mfcc-features spectrogram melspectrogram-classifications

music-genre-classification-techniques's Introduction

Music-Genre-Classification-Techniques

Machine Learning and Deep learning techniques to Classify Music Genre

Paper

Term Paper

Techniques Used

  • KNN
  • Logistic Regression
  • Nalive Bayes
  • Decision Tree
  • Random Forest
  • SVM
  • Artificial Neural Networks
  • CNN

Performance

table

Confusion Matrix for Top performing Model

Confusion Matrix

Top 20 Features

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