Metaheuristic Applications to Speech Enhancement
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Beschreibung
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.
Investigates the use of heuristic optimization in speech enhancement Explains the concepts of optimization methods in an informative, logical, and constructive manner Summarizes the conclusions of previously
proposed algorithms and provides suggestions for further research Includes supplementary material: sn.pub/extras
Autor*in
Prajna Kunche
Themen in »Metaheuristic Applications to Speech Enhancement«
Heuristic Optimization Metaheuristics Noise Reduction Speech Enhancement Speech Enhancement Algorithms Speech Processing algorithm analysis and problem complexity