Two-stage method for specific audio retrieval based on MP3 compression domain

Tsung Han Tsai, Wei Chin Chang

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

3 Scopus citations

Abstract

In this paper, the content-based retrieval of one-singer audio example based on MP3 (MPEG 1 layer III) digital music archive 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 Mel-Frequency Subband Coefficients (MFSCs) approach are proposed for indexing on MP3 objects. Finally, a Melody-Line contour comparison method is used to measure the similarity between MP3 objects. Evaluations on a content-based MP3 retrieval system are performed. Experimental results show that our proposed approach can perform good performance and high accuracy. At least 95.9% of accuracy can be achieved at the top-1 retrieval result.

Original languageEnglish
Title of host publication2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009
Pages713-716
Number of pages4
DOIs
StatePublished - 2009
Event2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009 - Taipei, Taiwan
Duration: 24 May 200927 May 2009

Publication series

NameProceedings - IEEE International Symposium on Circuits and Systems
ISSN (Print)0271-4310

Conference

Conference2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009
Country/TerritoryTaiwan
CityTaipei
Period24/05/0927/05/09

Fingerprint

Dive into the research topics of 'Two-stage method for specific audio retrieval based on MP3 compression domain'. Together they form a unique fingerprint.

Cite this