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Abstract: We explore the application of statistical techniques, borrowed from natural lanuage processing, to music. A probabilistic method is used to capture and generalise from the local harmonic movement of a corpus of seventeenth-century dance music. The probabilistic grammars so generated are then used for experiments in generation (composition). The corpus is preprocessed in a novel way, automatically converting the harmonies into a normal form to capture the underlying harmonic similarities between ... (Update)
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BibTeX entry: (Update)
Ponsford, Dan, Wiggins, Geraint, and Mellish, Christopher. Statistical learning of harmonic movement. Journal of New Music Research (1999). http://citeseer.ist.psu.edu/dan99statistical.html More
@misc{ dan99statistical,
author = "P. Dan and W. Geraint and M. Christopher",
title = "Statistical learning of harmonic movement",
text = "Ponsford, Dan, Wiggins, Geraint, and Mellish, Christopher. Statistical
learning of harmonic movement. Journal of New Music Research (1999).",
year = "1999",
url = "citeseer.ist.psu.edu/dan99statistical.html" }
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