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Advances in Nonlinear Speech Processing [electronic resource] :5th International Conference on Nonlinear Speech Processing, NOLISP 2011, Las Palmas de Gran Canaria, Spain, November 7-9, 2011. Proceedings /

Contributor(s): Travieso-González, Carlos M [editor.] | Alonso-Hernández, Jesús B [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 7015Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.Description: XIV, 280 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642250200.Subject(s): Computer science | Data mining | User interfaces (Computer systems) | Artificial intelligence | Computational linguistics | Pattern recognition | Biometrics (Biology) | Computer Science | Pattern Recognition | User Interfaces and Human Computer Interaction | Artificial Intelligence (incl. Robotics) | Language Translation and Linguistics | Data Mining and Knowledge Discovery | BiometricsOnline resources: Click here to access online In: Springer eBooksSummary: This book constitutes the proceedings of the 5th International Conference on Nonlinear Speech Processing, NoLISP 2011, held in Las Palmas de Gran Canaria, Spain, in November 2011. The purpose of the workshop is to present and discuss new ideas, techniques and results related to alternative approaches in speech processing that may depart from the main stream. The 33 papers presented together with 2 keynote talks were carefully reviewed and selected for inclusion in this book. The topics of NOLISP 2011 were non-linear approximation and estimation; non-linear oscillators and predictors; higher-order statistics; independent component analysis; nearest neighbors; neural networks; decision trees; non-parametric models; dynamics of non-linear systems; fractal methods; chaos modeling; and non-linear differential equations.
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This book constitutes the proceedings of the 5th International Conference on Nonlinear Speech Processing, NoLISP 2011, held in Las Palmas de Gran Canaria, Spain, in November 2011. The purpose of the workshop is to present and discuss new ideas, techniques and results related to alternative approaches in speech processing that may depart from the main stream. The 33 papers presented together with 2 keynote talks were carefully reviewed and selected for inclusion in this book. The topics of NOLISP 2011 were non-linear approximation and estimation; non-linear oscillators and predictors; higher-order statistics; independent component analysis; nearest neighbors; neural networks; decision trees; non-parametric models; dynamics of non-linear systems; fractal methods; chaos modeling; and non-linear differential equations.

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