Title :
Robust matching of audio signals using spectral flatness features
Author :
Herre, Jurgen ; Allamanche, Eric ; Hellmuth, Oliver
Author_Institution :
Audio Dept., Fraunhofer Inst. for Integrated Circuits IIS-A, Erlangen, Germany
Abstract :
Stimulated by the ever-increasing amount of available multimedia data, content-related techniques for the management of audio material have received much interest recently. This paper discusses the problem of robust identification of audio signals by matching them to a known reference. In order to perform well under realworld conditions, the matching process needs to rely on features which are robust with respect to common signal distortions. A family of suitable features with favorable properties is proposed and evaluated for their recognition performance. Applications of signal matching, including fingerprinting, are discussed.
Keywords :
audio signal processing; feature extraction; pattern matching; spectral analysis; audio signal identification; audio signal matching; content-related techniques; multimedia data; signal distortions; spectral flatness features; Acoustic distortion; Audio coding; Background noise; Content management; Data mining; Feature extraction; Fingerprint recognition; Nonlinear distortion; Robustness; Signal processing;
Conference_Titel :
Applications of Signal Processing to Audio and Acoustics, 2001 IEEE Workshop on the
Conference_Location :
New Platz, NY, USA
Print_ISBN :
0-7803-7126-7
DOI :
10.1109/ASPAA.2001.969559