DocumentCode :
698129
Title :
Audio encoding based on the Empirical Mode Decomposition
Author :
Khaldi, Kais ; Boudraa, Abdel-Ouahab ; Turki, Monia ; Chonavel, Thierry ; Samaali, Imen
Author_Institution :
Unite Signaux et Syst., ENIT, Tunis, Tunisia
fYear :
2009
fDate :
24-28 Aug. 2009
Firstpage :
924
Lastpage :
928
Abstract :
This paper deals with a new approach for perceptual audio encoding, based on the Empirical Mode Decomposition (EMD). The audio signal is decomposed adaptively into intrinsic oscillatory components by EMD called Intrinsic Mode Functions (IMFs), which can be fully described by their extrema. These extrema are encoded after an appropriate thresholding scheme controlled by a psycho-acoustic model. The decoder recovers the original signal after IMFs reconstruction by means of spline interpolation and their summation. The proposed approach is applied to different audio signals and results are compared to wavelets and to MPEG1-layer3 (MP3) approaches. Relying on exhaustive simulations, the obtained results show that the proposed compression scheme performs better than the MP3 and the wavelet approach in terms of bit rate and audio quality.
Keywords :
acoustic signal processing; audio coding; decomposition; interpolation; splines (mathematics); wavelet transforms; EMD; IMF; MP3; MPEG1-layer3; audio quality; audio signals; bit rate; compression scheme; empirical mode decomposition; intrinsic mode functions; intrinsic oscillatory components; perceptual audio encoding; psychoacoustic model; spline interpolation; thresholding scheme; wavelets; Abstracts; Digital audio players; Encoding; PSNR; Presses; Quantization (signal); Wavelet coefficients;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference, 2009 17th European
Conference_Location :
Glasgow
Print_ISBN :
978-161-7388-76-7
Type :
conf
Filename :
7077704
Link To Document :
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