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E-book
Author Kunche, Prajna, author

Title Metaheuristic applications to speech enhancement / Prajna Kunche, K.V.V.S. Reddy
Published Switzerland : Springer, 2016
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Description 1 online resource (ix, 122 pages) : illustrations (some color)
Series SpringerBriefs in electrical and computer engineering, Speech technology
SpringerBriefs in electrical and computer engineering. Speech technology.
Contents Introduction -- Adaptive Noise Cancellation to Speech Enhancement -- Heuristic and Metaheuristic Optimization -- Application of Metaheuristics to Speech Enhancement -- Speech Enhancement Based on Accelerated Particle Swarm Optimization -- Speech Enhancement Approach Based on Gravitational Search Algorithm (GSA) -- Speech Enhancement Based on Hybrid PSOGSA -- Speech Enhancement Based on Bat Algorithm -- Conclusion and Future Scope
Summary 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
Bibliography Includes bibliographical references and index
Notes Online resource; title from PDF title page (SpringerLink, viewed April 20, 2016)
Subject Speech processing systems.
Form Electronic book
Author Reddy, K. V. V. S., author
ISBN 3319316818 (print)
3319316834 (electronic bk.)
9783319316819 (print)
9783319316833 (electronic bk.)
(print)