Deep Learning for Audio

Implement Deep Learning for Audio Processing and Music Genre Classifier using Scikit-Learn & Tensorflow

Topics Covered

• Neuron from Scratch
• Neural Network from Scratch
  • Multi Level Perceptron
• Preprocessing Audio for Deep Learning
• Convolutional Neural Networks
• Recurrent Neural Networks
  • Long Short Term Memory Networks
• Solving Overfitting

The Marsyas GTZAN Dataset is no longer available on the original website. A mirror can be found on Kaggle.