A Kalman Filter Model for Synchronization in Musical Ensembles (ISMIR 2024)

This repository contains information regarding the paper A Kalman Filter Model for Synchronization in Musical Ensembles, published on the 25th International Society for Music Information Retrieval Conference (ISMIR 2024). Click here to see the paper, the presented poster, and a short video presentation together with its respective slides.

• Demo_code.ipynb reproduces the graphs shown in Figure 1 of the paper.
• KF_Ensemble.py contains an implementation of the Kalman Filter and some auxiliary functions.
• virtuoso_subset.csv includes a small portion of the Virtuoso Dataset.
• KF-synchronisation-ismir-2024.pdf is the paper itself (also available on arXiv and at the ISMIR 2024 proceedings webpage).

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