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'''RASTA-filtering and Mean Subtraction''' was introduced to support Perceptual Linear Prediction
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(PLP)  preprocessing; It uses [[bandpass filter]]ing in the [[log spectral domain]]. Rasta filtering then removes slow channel variations. It has also been applied to [[cepstrum]] feature based preprocessing with both log spectral and the cepstral domain filtering.  
 
In general a RASTA filter is defined by
 
<math>T(z) = ( k * \sum (n-(N-1) / 2) * z^{-n}) / (1-\rho/x) \,\!</math>
 
the numerator is a [[regression filter]] with N being the order (must be odd) and the denominator is an integrator with time decay. The pole controls the lower limit of frequency and is normally around 0.9.
RASTA-filtering can be changed to use mean subtraction,implementing a moving average filter. Filtering is normally performed in the cepstral domain). The mean becomes the long term cepstrum and is typically computed on the speech part for each separate utterance. A silence is necessary to detect each utterance.
==References==
*http://trappist.elis.ugent.be/ELISgroups/speech/cost249/report/references/papers/sve95b.pdf
 
[[Category:Signal processing]]

Revision as of 14:32, 5 March 2014

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