ATIAM

This page contains the slides and assignments for parts of the musical informatics lesson presented at the ATIAM master in IRCAM.

Musical machine learning

The main page for musical machine learning can be found here, but this provides a quick summary of the program.

Introduction

Neural Networks

Support Vector Machines

Unsupervised clustering

Meta-heuristics

Probabilistic models

Bayesian inference

Gaussian Mixture Models

Hidden Markov Models

Data complexity and GPU computing

Deep learning

Going further