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Regularization techniques for discrete cepstrum estimation

delete1996-04-01
delete36
PRE
AI
O
Olivier Cappé *
É
Éric Moulines
DOI:10.1109/97.489060delete
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Abstract

Abstract

En 中文
The discrete cepstrum method consists in fitting a spectral envelope parameterized by cepstrum coefficients to a discrete set of spectral points using a log-spectral distortion criterion, Unfortunately, this estimation problem is ill conditioned in many cases of interest, This letter introduces a simple regularization technique that guarantees that the spectral envelope is well behaved. A modification of the basic regularization criterion is proposed in order to take into account a possible prior knowledge of the spectral tilt of the envelope.

Journal

IEEE Signal Processing Magazine cover
IEEE Signal Processing Magazine
IF:
9.6
Papers:
1.1W
Citations:
1.7W

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