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Titlebook: Advances in Nonlinear Speech Processing; 5th International Co Carlos M. Travieso-González,Jesús B. Alonso-Hernán Conference proceedings 201

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期刊全称Advances in Nonlinear Speech Processing
期刊简称5th International Co
影响因子2023Carlos M. Travieso-González,Jesús B. Alonso-Hernán
视频video
发行地址Up-to-date results.Fast-track conference proceedings.State-of-the-art research
学科分类Lecture Notes in Computer Science
图书封面Titlebook: Advances in Nonlinear Speech Processing; 5th International Co Carlos M. Travieso-González,Jesús B. Alonso-Hernán Conference proceedings 201
影响因子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.
Pindex Conference proceedings 2011
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Daniel J. Kapust,Helen M. Kinsellah low-level features. Evaluations on challenging spontaneous, conversational speech recognition tasks show that this concept prevails over recently published architectures for feature-level context modeling.
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Teresita Cruz-del Rosario,James M. Dorseynk-1 power spectrograms are locally smoothed both in frequency as well as time domains. To enforce the local smoothness, we incorporate the Markov Random Field (MRF) model in the form of the Gibbs prior to the complete data likelihood function. The simulations demonstrate that this approach considerably improves the separation results.
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The Future of Comparative Politics, from the introduction of non-linearity or higher-order statistics in the moment calculation. The resulting method is shown on 10 speech corpora to provide a substantial improvement compared to state-of-the-art techniques.
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Conference proceedings 2011ria, 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 selecte
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