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Identifying versions of the same song by means of automatically extracted audio features is a complex task to achieve using computers, even though it may seem very simple for a human listener. The design of a system to perform this job gives the opportunity to analyze which features are relevant for music similarity. This paper focuses on the analysis of tonal and structural similarity and its application to the identification of different versions of the same piece. This work describes the situations where a song is versioned and several musical aspects are transformed with respect to the canonical version. A quantitative evaluation is made using tonal descriptors, including chroma representations and tonality, combined with the automatic extraction of summary of pieces through music structural analysis.
Author (s): Gómez, Emilia;
Herrera, Perfecto;
Ong, Beesuan;
Affiliation:
Music Technology Group, Universitat Pompeu Fabra
(See document for exact affiliation information.)
AES Convention: 121
Paper Number:6902
Publication Date:
2006-10-06
Session subject:
Analysis and Synthesis
DOI:
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Gómez, Emilia; Herrera, Perfecto; Ong, Beesuan; 2006; Automatic Tonal Analysis from Music Summaries for Version Identification [PDF]; Music Technology Group, Universitat Pompeu Fabra; Paper 6902; Available from: https://aes.org/publications/elibrary-page/?id=13736
Gómez, Emilia; Herrera, Perfecto; Ong, Beesuan; Automatic Tonal Analysis from Music Summaries for Version Identification [PDF]; Music Technology Group, Universitat Pompeu Fabra; Paper 6902; 2006 Available: https://aes.org/publications/elibrary-page/?id=13736
@inproceedings{Gómez2006automatic,
title={{Automatic Tonal Analysis from Music Summaries for Version Identification}},
author={Gómez, Emilia and Herrera, Perfecto and Ong, Beesuan},
year={2006},
month={oct},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 6902; AES Convention 121; October 2006},
number={6902},
organization={AES},
}
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