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We propose a novel audio signal processing algorithm of high-precision score-based audio indexing that accurately maps a music score with its corresponding audio. Specifically we improve the time precision of existing score-audio alignment algorithms to find the accurate positions of audio onsets and offsets. We achieve higher time precision by (1) improving the resolution of alignment sequences, and (2) admitting a hierarchy of spectrographic analysis results as audio alignment features. The performance of our proposed algorithm is testified by comparing the segmentation results with manually composed reference datasets. Our proposed algorithm achieves robust alignment results and enhanced segmentation accuracy and thus is suitable for audio engineering applications such as automatic music production and human-media interactions.
Author (s): Zhou, Xiang;
Ke, Fangyu;
Shu, Cheng;
Ren, Gang;
Bocko, Mark F.;
Affiliation:
Bose Corporation, Framingham, MA, USA; University of Rochester, Rochester, NY, USA
(See document for exact affiliation information.)
AES Convention: 135
Paper Number:8931
Publication Date:
2013-10-06
Session subject:
Signal Processing
DOI:
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Zhou, Xiang; Ke, Fangyu; Shu, Cheng; Ren, Gang; Bocko, Mark F.; 2013; High-Precision Score-Based Audio Indexing Using Hierarchical Dynamic Time Warping [PDF]; Bose Corporation, Framingham, MA, USA; University of Rochester, Rochester, NY, USA; Paper 8931; Available from: https://aes.org/publications/elibrary-page/?id=16981
Zhou, Xiang; Ke, Fangyu; Shu, Cheng; Ren, Gang; Bocko, Mark F.; High-Precision Score-Based Audio Indexing Using Hierarchical Dynamic Time Warping [PDF]; Bose Corporation, Framingham, MA, USA; University of Rochester, Rochester, NY, USA; Paper 8931; 2013 Available: https://aes.org/publications/elibrary-page/?id=16981
@inproceedings{Zhou2013high-precision,
title={{High-Precision Score-Based Audio Indexing Using Hierarchical Dynamic Time Warping}},
author={Zhou, Xiang and Ke, Fangyu and Shu, Cheng and Ren, Gang and Bocko, Mark F.},
year={2013},
month={oct},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 8931; AES Convention 135; October 2013},
number={8931},
organization={AES},
}
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