Content-based retrieval of MP3 songs for one singer using quantization tree indexing and melody-line tracking method

Tsung Han Tsai, Jui Hung

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

9 Scopus citations

Abstract

In this paper, the content-based retrieval with audio examples based on MP3 digital music archive for one singer is considered. In our proposed method, the Sub-Band Coefficients (SBC) in a MP3 frame is used for feature extraction. Both Quantization-Tree indexing (QT) approach and the Melody-Line Tracking (MLT) approach are proposed for indexing MP3 objects. Finally, a two-stage comparison method is used to measure the similarity between MP3 objects. We also employ the measurement of the similarity between query sample and database items for a singer. Evaluations on a content-based MP3 retrieval system are performed. Experimental results show that our proposed approach can achieve good performance and high accuracy.

Original languageEnglish
Title of host publication2006 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings
PagesV505-V508
StatePublished - 2006
Event2006 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006 - Toulouse, France
Duration: 14 May 200619 May 2006

Publication series

NameICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume5
ISSN (Print)1520-6149

Conference

Conference2006 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006
Country/TerritoryFrance
CityToulouse
Period14/05/0619/05/06

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