This book presents the revised tutorial lectures given at the International Summer School on Nonlinear Speech Processing-Algorithms and Analysis held in Vietri sul Mare, Salerno, Italy in September 2004. The 14 revised tutorial lectures by leading international researchers are organized in topical sections on dealing with nonlinearities in speech signals, acoustic-to-articulatory modeling of speech phenomena, data driven and speech processing algorithms, and algorithms and models based on speech perception mechanisms. Besides the tutorial lectures, 15 revised reviewed papers are included presenting original research results on task oriented speech applications.
In this chapter, we have discussed two types of widely used mathematical models, the linear model and the dynamic system model. The linear model and the dynamic system model (often formulated in a specific form called the state-space ...
At all the four levels of the speech communication process above, dynamics play a central role in shaping the ... The dynamic patterns in the aggregate auditory neural responses to speech sounds in many ways reflect the dynamic patterns ...
Essential principles, practical examples, current applications, and leading-edge research. In this book, Thomas F. Quatieri presents the field's most intensive, up-to-date tutorial and reference on discrete-time speech signal processing.
... nonlinear speech processing from a general point of view. 3. Non-linear. Speech ... applications have been developed so far, mainly due to the high ... Models: Overview and Possibilities in Speaker Recognition 177 Non-linear Speech Processing.
Non-linear oscillators and predictors 3. Higher-order statistics 4. Independent component analysis 5. Nearest neighbors 6. Neural networks 7. Decision trees 8. Non-parametric models 9. Dynamics for non-linear systems 10. Fractal methods 11.
This intriguing book constitutes the thoroughly refereed postproceedings of the International Conference on Non-Linear Speech Processing, NOLISP 2007, held in Paris, France, in May 2007.
... we consider an image database consisting of pictures that can be classified in 5 categories, according to their theme. These are: 1) Pictures of cherry trees (“Cherries”), 2) Pictures of bushes and trees in general (“Arborgreens”), ...
Description of broadcast news speech corpus used in studies Description Language Tamil Telugu Hindi Multilingual Number of bulletins 33 20 19 72 News readers (Male:Female) (10:23) (11:9) (6:13) (27:45) Number of bulletins used for ...
This book constitutes of the major results of the EU COST (European Cooperation in the field of Scientific and Technical Research) Action 277: NSP, Nonlinear Speech Processing, running from April 2001 to June 2005.
This book presents recent advances in nonlinear speech processing beyond nonlinear techniques.