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We address the problem of classifying polyphonic musical audio signals by their Meter, as `binary` or `ternary`. Experiments have been conducted on a 70 instances database (20s excerpts from commercial songs without particular genre or timbre restriction). The Meter is the number of beats between regularly recurring accents (or Downbeats). Our approach aims to test the hypothesis that acoustic evidences for Downbeats can be measured on the signal; putting a special focus on their temporal recurrences. We experimented several approaches to the problem of feature selection and report some interesting results: measurements of a very small set of beat descriptors (i.e. 4) and subsequent processing (based on descriptors` autocorrelation functions) permit to reach around 95% of correct classification. Using only the temporal centroid, almost 90% of correct classification can be achieved.
Author (s): Gouyon, Fabien;
Herrera, Perfecto;
Affiliation:
Music Technology Group, IUA-Universitat Pompeu Fabra, Barcelona, Spain
(See document for exact affiliation information.)
AES Convention: 114
Paper Number:5811
Publication Date:
2003-03-06
Session subject:
Analysis and Synthesis of Sound
DOI:
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Gouyon, Fabien; Herrera, Perfecto; 2003; Determination of the Meter of Musical Audio Signals: Seeking Recurrences in Beat Segment Descriptors [PDF]; Music Technology Group, IUA-Universitat Pompeu Fabra, Barcelona, Spain; Paper 5811; Available from: https://aes.org/publications/elibrary-page/?id=12583
Gouyon, Fabien; Herrera, Perfecto; Determination of the Meter of Musical Audio Signals: Seeking Recurrences in Beat Segment Descriptors [PDF]; Music Technology Group, IUA-Universitat Pompeu Fabra, Barcelona, Spain; Paper 5811; 2003 Available: https://aes.org/publications/elibrary-page/?id=12583
@inproceedings{Gouyon2003determination,
title={{Determination of the Meter of Musical Audio Signals: Seeking Recurrences in Beat Segment Descriptors}},
author={Gouyon, Fabien and Herrera, Perfecto},
year={2003},
month={mar},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 5811; AES Convention 114; March 2003},
number={5811},
organization={AES},
}
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