DocumentCode
431649
Title
Audio fingerprinting based on normalized spectral subband centroids
Author
Seo, Jin S. ; Jin, Minho ; Lee, Sunil ; Jang, Dalwon ; Lee, Seungjae ; Yoo, Chang D.
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., KAIST, Daejeon, South Korea
Volume
3
fYear
2005
fDate
18-23 March 2005
Abstract
For multimedia fingerprinting, it is crucial to extract relevant features that allow direct access to the distinguishing characteristics of a multimedia object. Features used for fingerprinting directly relate to the performance of the entire fingerprinting system. The paper proposes a novel audio fingerprinting method based on normalized spectral subband centroids. The spectral subband centroid is selected due to its resilience against equalization, compression, and noise addition. Both reliability and robustness issues in the fingerprinting system are addressed. Experimental results show that the proposed method is not only reliable, but also robust against various audio processing steps, including MP3 compression, equalization, random start, time-scale modification, and linear speed change.
Keywords
audio signal processing; feature extraction; multimedia systems; reliability; spectral analysis; stability; MP3 compression; audio fingerprinting; audio processing; equalization; linear speed change; multimedia fingerprinting; noise addition; normalized spectral subband centroids; random start; relevant feature extraction; time-scale modification; Audio databases; Cryptography; Digital audio players; Digital multimedia broadcasting; Feature extraction; Fingerprint recognition; Large-scale systems; Noise robustness; Resilience; Speech recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8874-7
Type
conf
DOI
10.1109/ICASSP.2005.1415684
Filename
1415684
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