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We present a framework for audio analysis and the extraction of low-level features, mid-level structures and high-level concepts, altogether studied as a fully interwoven complex system. Composite operations are constructed via an intuitive programming language on top of Matlab. Datasets of any size can be processed thanks to implicit memory management mechanisms. The data structure enables a tight articulation between signal and symbolic layers in a unified framework. The resulting technology can be used as a pedagogical tool for the understanding of audio, speech and musical processes and concepts, and for content-based discovery of digital libraries. Other applications includes intelligent browsing and structuring of digital library, information retrieval, and the design of content-based audio interfaces.
Author (s): Lartillot, Olivier;
Affiliation:
University of Jyväskylä, Finland
(See document for exact affiliation information.)
AES Convention: 130
Paper Number:8375
Publication Date:
2011-05-06
Session subject:
Audio Content Management
DOI:
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Lartillot, Olivier; 2011; A Comprehensive and Modular Framework for Audio Content Extraction, Aimed at Research, Pedagogy, and Digital Library Management [PDF]; University of Jyväskylä, Finland; Paper 8375; Available from: https://aes.org/publications/elibrary-page/?id=15842
Lartillot, Olivier; A Comprehensive and Modular Framework for Audio Content Extraction, Aimed at Research, Pedagogy, and Digital Library Management [PDF]; University of Jyväskylä, Finland; Paper 8375; 2011 Available: https://aes.org/publications/elibrary-page/?id=15842
@inproceedings{Lartillot2011a,
title={{A Comprehensive and Modular Framework for Audio Content Extraction, Aimed at Research, Pedagogy, and Digital Library Management}},
author={Lartillot, Olivier},
year={2011},
month={may},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 8375; AES Convention 130; May 2011},
number={8375},
organization={AES},
}
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