Teaching

Here I will put all the material I use for teaching. For now, it is just a list of useful links!

Slides

• Easy Introduction to Digital Audio Signal Processing (January 2020): download whole zip

Exercises

• Excel exercises for music processing (January 2020): download zip

Technical tools

• Guide to how to develop on remote hosts
• If you need a review of any technology, check this

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