ISMIR 2022 Tutorial on Few-Shot and Zero-Shot Learning for MIR

Yu Wang, Jeong Choi and I gave a tutorial during ISMIR 2022 on few-shot and zero-shot learning centered around music information retrieval tasks. In this tutorial, we cover the foundations of few-shot//zero-shot learning, build standalone coding examples, and discuss the state-of-the-art in the field, as well as future directions.

The tutorial is available as a jupyter book online.