Sound: Advanced Topics I (GR6610, Fall 2020) week 7

Machine Learning II

video of this class

Onur showed some machine learning examples (apps), including a fun facial-recognition use of the wekinator.

Links

see last week's class for additional links to the theory and use of ML/AI/neural nets

Here are links to many of the things Onur showed.

the wekinator -- a machine learning tool for building new musical instruments, gestural controllers and computer vision/listening systems
ofxFaceTracker -- software for sending face tracking data via Open Sound Control (OSC)
Unity Machine Learning Agents Toolkit -- the early version we talked about in class
ML-Agents Unity Package -- the newer version
Machine Learning for Musicians and Artists -- the kadenze course on machine learning
ml4a -- collection of educational resources devoted to machine learning for artists

Class Downloads

ML2_patches.zip -- zip archive of the patches and projects that Onur used in class