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Music Identification System Using MPEG-7 Audio Signature Descriptors

This paper describes a multiresolution system based on MPEG-7 audio signature descriptors for music identification. Such an identification system may be used to detect illegally copied music circulated over the Internet. In the proposed system, low-resolution descriptors are used to search likely ca...

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Detalles Bibliográficos
Autores principales: You, Shingchern D., Chen, Wei-Hwa, Chen, Woei-Kae
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3606779/
https://www.ncbi.nlm.nih.gov/pubmed/23533359
http://dx.doi.org/10.1155/2013/752464
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author You, Shingchern D.
Chen, Wei-Hwa
Chen, Woei-Kae
author_facet You, Shingchern D.
Chen, Wei-Hwa
Chen, Woei-Kae
author_sort You, Shingchern D.
collection PubMed
description This paper describes a multiresolution system based on MPEG-7 audio signature descriptors for music identification. Such an identification system may be used to detect illegally copied music circulated over the Internet. In the proposed system, low-resolution descriptors are used to search likely candidates, and then full-resolution descriptors are used to identify the unknown (query) audio. With this arrangement, the proposed system achieves both high speed and high accuracy. To deal with the problem that a piece of query audio may not be inside the system's database, we suggest two different methods to find the decision threshold. Simulation results show that the proposed method II can achieve an accuracy of 99.4% for query inputs both inside and outside the database. Overall, it is highly possible to use the proposed system for copyright control.
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spelling pubmed-36067792013-03-26 Music Identification System Using MPEG-7 Audio Signature Descriptors You, Shingchern D. Chen, Wei-Hwa Chen, Woei-Kae ScientificWorldJournal Research Article This paper describes a multiresolution system based on MPEG-7 audio signature descriptors for music identification. Such an identification system may be used to detect illegally copied music circulated over the Internet. In the proposed system, low-resolution descriptors are used to search likely candidates, and then full-resolution descriptors are used to identify the unknown (query) audio. With this arrangement, the proposed system achieves both high speed and high accuracy. To deal with the problem that a piece of query audio may not be inside the system's database, we suggest two different methods to find the decision threshold. Simulation results show that the proposed method II can achieve an accuracy of 99.4% for query inputs both inside and outside the database. Overall, it is highly possible to use the proposed system for copyright control. Hindawi Publishing Corporation 2013-03-07 /pmc/articles/PMC3606779/ /pubmed/23533359 http://dx.doi.org/10.1155/2013/752464 Text en Copyright © 2013 Shingchern D. You et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
You, Shingchern D.
Chen, Wei-Hwa
Chen, Woei-Kae
Music Identification System Using MPEG-7 Audio Signature Descriptors
title Music Identification System Using MPEG-7 Audio Signature Descriptors
title_full Music Identification System Using MPEG-7 Audio Signature Descriptors
title_fullStr Music Identification System Using MPEG-7 Audio Signature Descriptors
title_full_unstemmed Music Identification System Using MPEG-7 Audio Signature Descriptors
title_short Music Identification System Using MPEG-7 Audio Signature Descriptors
title_sort music identification system using mpeg-7 audio signature descriptors
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3606779/
https://www.ncbi.nlm.nih.gov/pubmed/23533359
http://dx.doi.org/10.1155/2013/752464
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