The Jazz Structure Dataset (JSD) comprises 340 recordings with more than 3000 annotated segments, along with a segment-wise encoding of the solo and accompanying instruments. These annotations provide the basis for training, testing, and evaluating models for various important MIR tasks, including structure analysis, solo detection, or instrument recognition. As an example application, we consider the task of structure boundary detection.
The full paper is published under Open Access regulatories: https://transactions.ismir.net/articles/10.5334/tismir.131. The dataset and the code for the reference implementations can be found on GitHub: https://github.com/stefan-balke/jsd.
JSD: A Dataset for Structure Analysis in Jazz MusicTransaction of the International Society for Music Information Retrieval (TISMIR), 5(1), 156–172, 2022