Metaheuristic Applications to Speech Enhancement

Nonfiction, Science & Nature, Technology, Electronics, Computers, Programming
Cover of the book Metaheuristic Applications to Speech Enhancement by Prajna Kunche, K.V.V.S. Reddy, Springer International Publishing
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Author: Prajna Kunche, K.V.V.S. Reddy ISBN: 9783319316833
Publisher: Springer International Publishing Publication: April 12, 2016
Imprint: Springer Language: English
Author: Prajna Kunche, K.V.V.S. Reddy
ISBN: 9783319316833
Publisher: Springer International Publishing
Publication: April 12, 2016
Imprint: Springer
Language: English

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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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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