Robust Digital Processing of Speech Signals

• Main Authors: Kovacevic, Branko (Author), Milosavljevic, Milan M. (Author), Veinović, Mladen (Author), Marković, Milan (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Subjects: Engineering.; Computational linguistics.; Computational intelligence.; Signal, Image and Speech Processing.; Language Translation and Linguistics.; Computational Intelligence.

This book focuses on speech signal phenomena, presenting a robustification of the usual speech generation models with regard to the presumed types of excitation signals, which is equivalent to the introduction of a class of nonlinear models and the corresponding criterion functions for parameter est...

Table of Contents:

• Modelling of Speech Signal
• Review of Standard Methods
• Fundamentals of Robust Parameter Estimation
• Robust Nonrecursive AR Analysis of Speech Signals
• Robust Recursive AR Analysis of Speech Signals
• Robust Estimation Based on Pattern Recognition
• Application of Robust Estimators in Speech Signal Processing.