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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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2013-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2013/752464 |
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| _version_ | 1849306711450451968 |
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| author | Shingchern D. You Wei-Hwa Chen Woei-Kae Chen |
| author_facet | Shingchern D. You Wei-Hwa Chen Woei-Kae Chen |
| author_sort | Shingchern D. You |
| collection | DOAJ |
| 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 | Article |
| id | doaj-art-2c9c146e77b54d92bbafa3f2f2cc64ff |
| institution | Kabale University |
| issn | 1537-744X |
| language | English |
| publishDate | 2013-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-2c9c146e77b54d92bbafa3f2f2cc64ff2025-08-20T03:55:00ZengWileyThe Scientific World Journal1537-744X2013-01-01201310.1155/2013/752464752464Music Identification System Using MPEG-7 Audio Signature DescriptorsShingchern D. You0Wei-Hwa Chen1Woei-Kae Chen2Department of Computer Science and Information Engineering, National Taipei University of Technology, Taipei 104, TaiwanHon-Hai Precision Industry Co. Ltd, Tucheng District, New Taipei City 236, TaiwanDepartment of Computer Science and Information Engineering, National Taipei University of Technology, Taipei 104, TaiwanThis 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.http://dx.doi.org/10.1155/2013/752464 |
| spellingShingle | Shingchern D. You Wei-Hwa Chen Woei-Kae Chen Music Identification System Using MPEG-7 Audio Signature Descriptors The Scientific World Journal |
| 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 |
| url | http://dx.doi.org/10.1155/2013/752464 |
| work_keys_str_mv | AT shingcherndyou musicidentificationsystemusingmpeg7audiosignaturedescriptors AT weihwachen musicidentificationsystemusingmpeg7audiosignaturedescriptors AT woeikaechen musicidentificationsystemusingmpeg7audiosignaturedescriptors |