Robust Digital Processing of Speech Signals (eBook)

Branko Kovacevic, Milan M. Milosavljevic, Mladen Veinović, Milan Marković (Autoren)

eBook Download: PDF

2017 | 1st ed. 2017
XII, 224 Seiten
Springer International Publishing (Verlag)
978-3-319-53613-2 (ISBN)

Infos

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 estimation. Compared to the general class of nonlinear models, such as various neural networks, these models possess good properties of controlled complexity, the option of working in 'online' mode, as well as a low information volume for efficient speech encoding and transmission. Providing comprehensive insights, the book is based on the authors' research, which has already been published, supplemented by additional texts discussing general considerations of speech modeling, linear predictive analysis and robust parameter estimation.

Inhalt

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.

Produkt-Details

• Erscheint lt. Verlag: 6.6.2017
• Zusatzinfo: XII, 224 p. 54 illus.
• Verlagsort: Cham
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Schlagworte: CELP Coder • Digital Speech Signal Processing • Linear Modelling of Speech Signals • Pattern Recognition for Speech Signals • Robust Algorithms for Signal Amplitude Estimation • Segmentation of Speech Signals
• ISBN-10: 3-319-53613-3 / 3319536133
• ISBN-13: 978-3-319-53613-2 / 9783319536132