Advances in nonlinear speech processing : 5th International Conference on Nonlinear Speech Processing, NOLISP 2011, Las Palmas de Gran Canaria, Spain, November 7-9, 2011, proceedings / Carlos M. Travieso-González, Jesús B. Alonso-Hernández (eds.)
Machine generated contents note: Keynote Talks -- Neurological Disease Detection and Monitoring from Voice Production / Elvira Toribio-Diaz -- Mathematical Foundations of Nonlinear, Non-Gaussian, and Time-Varying Digital Speech Signal Processing / Max A. Little -- Contributed Talks -- Enhancing Spontaneous Speech Recognition with BLSTM Features / Bjorn Schuller -- Convolutive Nonnegative Matrix Factorization with Markov Random Field Smoothing for Blind Unmixing of Multichannel Speech Recordings / Rafal Zdunek -- Reconstruction of Speech Signals from Their Unpredictable Points Manifold / Antonio Turiel -- On Computational Working Memory for Speech Analysis / Tudor S. Topoleanu -- Oscillating Statistical Moments for Speech Polarity Detection / Thierry Dutoit -- Simple Approximation for Fast Nonlinear Deconvolution / Cesar F. Caiafa -- Cross-Lingual English Spanish Tonal Accent Labeling Using Decision Trees and Neural Networks / Valentin Cardenoso-Payo -- Comparative Evaluation of Feature Normalization Techniques for Speaker Verification / Douglas O'Shaughnessy -- Robust Pathological Voice Detection Based on Component Information from HMM / G. Castellanos-Dominguez -- Complexity Analysis Using Nonuniform Embedding Techniques for Voice Pathological Discrimination / G. Castellanos-Dominguez -- Chaos for Speech Coding and Production / Mark L. Spano
Summary
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
Analysis
Computer science
Data mining
Artificial intelligence
Translators (Computer programs)
Optical pattern recognition
Pattern Recognition
User Interfaces and Human Computer Interaction
Artificial Intelligence (incl. Robotics)
Language Translation and Linguistics
Data Mining and Knowledge Discovery
Notes
International conference proceedings
Bibliography
Includes bibliographical references and author index
