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Cepstrum


A cepstrum is obtained by taking an inverse Fourier transform of a logarithm of a Fourier transform. The real cepstrum of a function x(t) uses the logarithm of the magnitude and is commonly defined by

 c(q)=F^(-1)[ln|F[x(t)]|](q).

Some conventions instead use the logarithm of the power spectrum, which changes the result by a factor of 2. The complex cepstrum instead uses a consistently chosen phase to define the complex logarithm. The independent variable q is called quefrency and has units of time when t does.

Taking a logarithm converts products in the spectrum into sums, so separated echoes or regularly spaced spectral peaks can produce distinct peaks in the cepstrum. Such periodic cepstral components are called rahmonics.


See also

Fourier Transform, Inverse Fourier Transform, Power Spectrum, Quefrency, Rahmonic

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References

Bogert, B. P.; Healy, M. J. R.; and Tukey, J. W. "The Quefrency Alanysis of Time Series for Echoes: Cepstrum, Pseudo-Autocovariance, Cross-Cepstrum and Saphe Cracking." In Proceedings of the Symposium on Time Series Analysis (Ed. M. Rosenblatt). New York: Wiley, pp. 209-243, 1963.Oppenheim, A. V. and Schafer, R. W. Discrete-Time Signal Processing, 3rd ed. Upper Saddle River, NJ: Prentice Hall, 2010.

Cite this as:

Weisstein, Eric W. "Cepstrum." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/Cepstrum.html

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