IPython Notebooks

Python Primer and Useful Tools

• Python Primer

MIDI Manipulation

• Music21 Intro
• Why 12 Notes?
• Pretty Midi
• Pretty Midi/LibROSA Tutorial
• Midi-Audio Lab

Basic Signal Processing

• Waves
• Sampling
• Quantization
• Aliasing
• Signal Reconstruction

Markov

• Markov Analysis
• Markov Generation

Advanced Signal Processing

• WavesSD
• Features
• FFT
• Filtering
• Fourier
• Noise
• Karplus-Strong
• Phasors
• Quantization

• Spectrogram (zip)
• Structure (zip)
• Grammar

• Waves

Machine Improvisation

• LZify
• PyOracle-Intro
• Music 21 Intro
• RNN MIDI
• VAE MIDI
• VMO Intro

Machine Perception (aka Machine Learning for Audio and Image)

• Feature Extraction
• Data Factorization
• Finding Structure

Older notebooks

• Read Audio File
• Read Midi from CSV
• Pyknon and Randomness
• MIDI Chord Change using Tonnetz