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Hindustani raga and singer classification using 2D and 3D pose estimation from video recordings (2024)
Journal Article
Clayton, M., Li, J., Clarke, A., & Weinzierl, M. (2024). Hindustani raga and singer classification using 2D and 3D pose estimation from video recordings. Journal of New Music Research, 1-16. https://doi.org/10.1080/09298215.2024.2331788

Using pose estimation with video recordings, we apply an action recognition machine learning algorithm to demonstrate the use of the movement information to classify singers and the ragas (melodic modes) they perform. Movement information is derived... Read More about Hindustani raga and singer classification using 2D and 3D pose estimation from video recordings.