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Metaheuristic Applications to Speech Enhancement

Metaheuristic Applications to Speech Enhancement

Paperback

Series: Springerbriefs in Speech Technology

LinguisticsTechnology & EngineeringProgramming

ISBN10: 3319316818
ISBN13: 9783319316819
Publisher: Springer Nature
Published: Apr 21 2016
Pages: 122
Weight: 0.44
Height: 0.29 Width: 6.14 Depth: 9.21
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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