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A novel method to segment stereo music recordings into formal musical structures such as verses and choruses is presented. The method performs dimensional reduction on a time-azimuth representation of audio which results in a set of time activation sequences, each of which corresponds to a repeating structural segment. This is based on the assumption that each segment type such as verse or chorus has a unique energy distribution across the stereo field. It can be shown that these unique energy distributions along with their time activation sequences are the latent principal components of the time-azimuth representation. It can be shown that each time activation sequence represents a structural segment such as a verse or chorus.
Author (s): Barry, Dan;
Gainza, Mikel;
Coyle, Eugene;
Affiliation:
Dublin Institute of Technology
(See document for exact affiliation information.)
AES Convention: 123
Paper Number:7235
Publication Date:
2007-10-06
Session subject:
Audio Content Management
DOI:
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Barry, Dan; Gainza, Mikel; Coyle, Eugene; 2007; Music Structure Segmentation Using the Azimugram in Conjunction with Principal Component Analysis [PDF]; Dublin Institute of Technology; Paper 7235; Available from: https://aes.org/publications/elibrary-page/?id=14293
Barry, Dan; Gainza, Mikel; Coyle, Eugene; Music Structure Segmentation Using the Azimugram in Conjunction with Principal Component Analysis [PDF]; Dublin Institute of Technology; Paper 7235; 2007 Available: https://aes.org/publications/elibrary-page/?id=14293
@inproceedings{Barry2007music,
title={{Music Structure Segmentation Using the Azimugram in Conjunction with Principal Component Analysis}},
author={Barry, Dan and Gainza, Mikel and Coyle, Eugene},
year={2007},
month={oct},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 7235; AES Convention 123; October 2007},
number={7235},
organization={AES},
}
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