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Applications of Cumulants in Speech Processing

Applications of Cumulants in Speech Processing
 
Zaiats, Vladimir ; Solé-Casals, Jordi ; Martí i Puig, Pere ; Reig Bolaño, Ramon
2010

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Abstract

This paper analyzes applications of cumulant analysis in speech processing. The main focus is made on an integral representation for cUl1luJants using integrals involving cyclic products of kernels. These integrals serve as a tool for statistical analysis of c1ifferent statistics appearing in speech processing and speech ...»»»»
This paper analyzes applications of cumulant analysis in speech processing. The main focus is made on an integral representation for cUl1luJants using integrals involving cyclic products of kernels. These integrals serve as a tool for statistical analysis of c1ifferent statistics appearing in speech processing and speech recognition. As an example. we consider statistics based on the sample correlograrn. A representatiou for the cUlnulants of these statistics using integrals involving cyclic products of kernels is obtained.^^^^

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Conference object

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(c) Springer (The original publication is available at www.springerlink.com)
 
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Citation:

Zaiats, Vladimir [et al.]. "Applications of Cumulants in Speech Processing". A: International conference on non-linear speech processing. "Advances in nonlinear speech processing : international conference on nonlinear speech processing, NOLISP 2009 : Vic, Spain, June 25-27, 2009 : revised selected papers". Vic: Springer, 2009, p. 178-183.