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A large amount of modern pop music contains digital "loops" or "samples" (short audio clips) that appear multiple times during a song. In this paper, a novel approach to separating these exactly repeating component waveforms from the rest of an audio mixture is presented. By examining time-frequency representations of the mixture during several instances of a single repeating component and taking the complex value for each time-frequency bin with the smallest magnitude across all instances we can effectively extract the content which is perceived to be repeating given that the rest of the mixture varies sufficiently. Results are presented demonstrating successful application to commercially available recordings as well as to constructed audio mixtures achieving signal to interference ratios up to 42.6 dB.
Author (s): Coffin, Sean;
Affiliation:
Stanford University, Stanford, CA, USA
(See document for exact affiliation information.)
AES Convention: 129
Paper Number:8201
Publication Date:
2010-11-06
Session subject:
Audio Processing
DOI:
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Coffin, Sean; 2010; Separation of Repeating and Varying Components in Audio Mixtures [PDF]; Stanford University, Stanford, CA, USA; Paper 8201; Available from: https://aes.org/publications/elibrary-page/?id=15623
Coffin, Sean; Separation of Repeating and Varying Components in Audio Mixtures [PDF]; Stanford University, Stanford, CA, USA; Paper 8201; 2010 Available: https://aes.org/publications/elibrary-page/?id=15623
@inproceedings{Coffin2010separation,
title={{Separation of Repeating and Varying Components in Audio Mixtures}},
author={Coffin, Sean},
year={2010},
month={nov},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 8201; AES Convention 129; November 2010},
number={8201},
organization={AES},
}
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