Metaheuristic applications to speech enhancement /
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| Author / Creator: | Kunche, Prajna, author. |
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| Imprint: | Switzerland : Springer, 2016. |
| Description: | 1 online resource (ix, 122 pages) : illustrations (some color) |
| Language: | English |
| Series: | SpringerBriefs in electrical and computer engineering, Speech technology SpringerBriefs in electrical and computer engineering. Speech technology. |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11254689 |
| Summary: | This book serves as a basic reference for thoseinterested in the application of metaheuristics to speech enhancement. Themajor goal of the book is to explain the basic concepts of optimization methodsand their use in heuristic optimization in speech enhancement to scientists,practicing engineers, and academic researchers in speech processing. Theauthors discuss why it has been a challenging problem for researchers todevelop new enhancement algorithms that aid in the quality and intelligibilityof degraded speech. They present powerful optimization methods to speechenhancement that can help to solve the noise reduction problems. Readers willbe able to understand the fundamentals of speech processing as well as theoptimization techniques, how the speech enhancement algorithms are implementedby utilizing optimization methods, and will be given the tools to develop newalgorithms. The authors also provide a comprehensive literature surveyregarding the topic. |
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| Physical Description: | 1 online resource (ix, 122 pages) : illustrations (some color) |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9783319316833 3319316834 3319316818 9783319316819 |