Compressed domain content-based retrieval of MP3 audio example using quantization tree indexing and melody-line tracking method

Tsung Han Tsai; Yung Tsung Wang; Jui Hong Hung; Chin Long Wey

Compressed domain content-based retrieval of MP3 audio example using quantization tree indexing and melody-line tracking method

Tsung Han Tsai, Yung Tsung Wang, Jui Hong Hung, Chin Long Wey

Department of Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

In this paper, the content-based retrieval of audio example based on MP3 digital music archive is considered. In our proposed method, the Sub-Band Coefficients (SBC) in a MP3 frame is used for feature extraction. Both QuantizationTree 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. 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 language	English
Title of host publication	ISCAS 2006
Subtitle of host publication	2006 IEEE International Symposium on Circuits and Systems, Proceedings
Pages	5491-5494
Number of pages	4
State	Published - 2006
Event	ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems - Kos, Greece Duration: 21 May 2006 → 24 May 2006

Publication series

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

Conference

Conference	ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems
Country/Territory	Greece
City	Kos
Period	21/05/06 → 24/05/06

Cite this

Tsai, T. H., Wang, Y. T., Hung, J. H., & Wey, C. L. (2006). Compressed domain content-based retrieval of MP3 audio example using quantization tree indexing and melody-line tracking method. In ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems, Proceedings (pp. 5491-5494). Article 1693877 (Proceedings - IEEE International Symposium on Circuits and Systems).

@inproceedings{1fc56728a5b6412297c9189c2cbfef65,

title = "Compressed domain content-based retrieval of MP3 audio example using quantization tree indexing and melody-line tracking method",

abstract = "In this paper, the content-based retrieval of audio example based on MP3 digital music archive is considered. In our proposed method, the Sub-Band Coefficients (SBC) in a MP3 frame is used for feature extraction. Both QuantizationTree 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. Evaluations on a content-based MP3 retrieval system are performed. Experimental results show that our proposed approach can achieve good performance and high accuracy.",

author = "Tsai, {Tsung Han} and Wang, {Yung Tsung} and Hung, {Jui Hong} and Wey, {Chin Long}",

year = "2006",

language = "???core.languages.en_GB???",

isbn = "0780393902",

series = "Proceedings - IEEE International Symposium on Circuits and Systems",

pages = "5491--5494",

booktitle = "ISCAS 2006",

note = "ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems ; Conference date: 21-05-2006 Through 24-05-2006",

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Tsai, TH, Wang, YT, Hung, JH & Wey, CL 2006, Compressed domain content-based retrieval of MP3 audio example using quantization tree indexing and melody-line tracking method. in ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems, Proceedings., 1693877, Proceedings - IEEE International Symposium on Circuits and Systems, pp. 5491-5494, ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems, Kos, Greece, 21/05/06.

Compressed domain content-based retrieval of MP3 audio example using quantization tree indexing and melody-line tracking method. / Tsai, Tsung Han; Wang, Yung Tsung; Hung, Jui Hong et al.
ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems, Proceedings. 2006. p. 5491-5494 1693877 (Proceedings - IEEE International Symposium on Circuits and Systems).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - Compressed domain content-based retrieval of MP3 audio example using quantization tree indexing and melody-line tracking method

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AU - Wey, Chin Long

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N2 - In this paper, the content-based retrieval of audio example based on MP3 digital music archive is considered. In our proposed method, the Sub-Band Coefficients (SBC) in a MP3 frame is used for feature extraction. Both QuantizationTree 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. Evaluations on a content-based MP3 retrieval system are performed. Experimental results show that our proposed approach can achieve good performance and high accuracy.

AB - In this paper, the content-based retrieval of audio example based on MP3 digital music archive is considered. In our proposed method, the Sub-Band Coefficients (SBC) in a MP3 frame is used for feature extraction. Both QuantizationTree 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. Evaluations on a content-based MP3 retrieval system are performed. Experimental results show that our proposed approach can achieve good performance and high accuracy.

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M3 - 會議論文篇章

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SN - 0780393902

SN - 9780780393905

T3 - Proceedings - IEEE International Symposium on Circuits and Systems

SP - 5491

EP - 5494

BT - ISCAS 2006

T2 - ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems

Y2 - 21 May 2006 through 24 May 2006

ER -

Compressed domain content-based retrieval of MP3 audio example using quantization tree indexing and melody-line tracking method

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