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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2013
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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. |
format | Online Article Text |
id | pubmed-3606779 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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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