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Barbancho, I, Tardůn, LJ, Barbancho, AM and Sbert, M (2016)

Benford's Law for Music Analysis

Proceedings of the 16th ISMIR Conference, Malaga, Spain, pp. 735-741..

ISSN/ISBN: Not available at this time. DOI: Not available at this time.



Abstract: Benfordís law defines a peculiar distribution of the leading digits of a set of numbers. The behavior is logarithmic, with the leading digit 1 reflecting largest probability of occurrence and the remaining ones showing decreasing probabilities of appearance following a logarithmic trend. Many discussions have been carried out about the application of Benfordís law to many different fields. In this paper, a novel exploitation of Benfordís law for the analysis of audio signals is proposed. Three new audio features based on the evaluation of the degree of agreement of a certain audio dataset to Benfordís law are presented. These new proposed features are succesfully tested in two concrete audio tasks: the detection of artificially assembled chords and the estimation of the quality of the MIDI conversions.


Bibtex:
@inproceedings{, AUTHOR={Isabel Barbancho and Lorenzo J. Tardón and Ana M. Barbancho and Mateu Sbert}, TITLE={Benford's Law for Music Analysis}, BOOKTITLE={Proceedings of the 16th ISMIR Conference}, ADDRESS={Malaga, Spain}, YEAR={2016}, URL={http://ismir2015.uma.es/articles/30_Paper.pdf}, }


Reference Type: Conference Paper

Subject Area(s): Applied Mathematics, General Interest