Resources for Interactive Machine Learning in Music⌗

Wekinator: Interactive Machine Learning for Artists⌗

Tutorials and Courses⌗

  • Machine Learning for Musicians and Artists: An online course offering fundamental machine learning techniques applicable to real-time data in the arts.
  • Interactive Machine Learning for Music by Prof. Rebecca Fiebrink: A lecture discussing the application of interactive machine learning in music.
  • How to Run Wekinator Examples in Processing: A video tutorial demonstrating the execution of input and output examples for Wekinator using Processing.

Academic Papers and Articles⌗

  • Exploring the Potential of Interactive Machine Learning for Sound Design: This article presents the prototype ASCIML, allowing musicians to use IML to create personalized datasets and generate new sounds.
  • Integrating Machine Learning in Interactive Musical Works: Discusses systems using machine learning to interpret audio data in real-time, responding to musicians’ actions.

DAW Specific Tools⌗