Here I will put all the material I use for teaching. For now, it is just a list of useful links!
- Easy Introduction to Digital Audio Signal Processing (January 2020): download whole zip
- Excel exercises for music processing (January 2020): download zip
Neural Networks and Machine Learning
- A very good university course on machine learning
- The deep learning book. A must if you want to use neural networks.
- An awsome explanation of backpropagation
- A tool to visualize how nn learn (check input and output)
- Another tool to study how and what nn are learning
- Resources to understand convolutions and transposed convolutions: vdumoulin, ezyang
- A nice paper to understand LSTM networks
- Understanding update algorithms