Metaheuristic applications to speech enhancement [electronic resource] / Prajna Kunche, K.V.V.S. Reddy.

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Metaheuristic applications to speech enhancement [electronic resource] / Prajna Kunche, K.V.V.S. Reddy.

9783319316833 (electronic book)
3319316834 (electronic book)
9783319316819 print

Switzerland : Springer, 2016.

English

1 online resource (ix, 122 pages) : illustrations.

10.1007/978-3-319-31683-3 doi

TK7882.S65

006.4/54

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.

Includes bibliographical references and index.

Access limited to authorized users.

Online resource; title from PDF title page (SpringerLink, viewed April 20, 2016).

SpringerBriefs in electrical and computer engineering. Speech technology.

Print version: 9783319316819

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