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Metaheuristic applications to speech enhancement

This book serves as a basic reference for those interested in the application of metaheuristics to speech enhancement. The major goal of the book is to explain the basic concepts of optimization methods and their use in heuristic optimization in speech enhancement to scientists, practicing engineers...

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Detalles Bibliográficos
Autores principales: Kunche, Prajna, Reddy, K V V S
Lenguaje:eng
Publicado: Springer 2016
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-31683-3
http://cds.cern.ch/record/2151673
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author Kunche, Prajna
Reddy, K V V S
author_facet Kunche, Prajna
Reddy, K V V S
author_sort Kunche, Prajna
collection CERN
description This book serves as a basic reference for those interested in the application of metaheuristics to speech enhancement. The major goal of the book is to explain the basic concepts of optimization methods and their use in heuristic optimization in speech enhancement to scientists, practicing engineers, and academic researchers in speech processing. The authors discuss why it has been a challenging problem for researchers to develop new enhancement algorithms that aid in the quality and intelligibility of degraded speech. They present powerful optimization methods to speech enhancement that can help to solve the noise reduction problems. Readers will be able to understand the fundamentals of speech processing as well as the optimization techniques, how the speech enhancement algorithms are implemented by utilizing optimization methods, and will be given the tools to develop new algorithms. The authors also provide a comprehensive literature survey regarding the topic.
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spelling cern-21516732021-04-21T19:42:45Zdoi:10.1007/978-3-319-31683-3http://cds.cern.ch/record/2151673engKunche, PrajnaReddy, K V V SMetaheuristic applications to speech enhancementEngineeringThis book serves as a basic reference for those interested in the application of metaheuristics to speech enhancement. The major goal of the book is to explain the basic concepts of optimization methods and their use in heuristic optimization in speech enhancement to scientists, practicing engineers, and academic researchers in speech processing. The authors discuss why it has been a challenging problem for researchers to develop new enhancement algorithms that aid in the quality and intelligibility of degraded speech. They present powerful optimization methods to speech enhancement that can help to solve the noise reduction problems. Readers will be able to understand the fundamentals of speech processing as well as the optimization techniques, how the speech enhancement algorithms are implemented by utilizing optimization methods, and will be given the tools to develop new algorithms. The authors also provide a comprehensive literature survey regarding the topic.Springeroai:cds.cern.ch:21516732016
spellingShingle Engineering
Kunche, Prajna
Reddy, K V V S
Metaheuristic applications to speech enhancement
title Metaheuristic applications to speech enhancement
title_full Metaheuristic applications to speech enhancement
title_fullStr Metaheuristic applications to speech enhancement
title_full_unstemmed Metaheuristic applications to speech enhancement
title_short Metaheuristic applications to speech enhancement
title_sort metaheuristic applications to speech enhancement
topic Engineering
url https://dx.doi.org/10.1007/978-3-319-31683-3
http://cds.cern.ch/record/2151673
work_keys_str_mv AT kuncheprajna metaheuristicapplicationstospeechenhancement
AT reddykvvs metaheuristicapplicationstospeechenhancement