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Titlebook: Direction of Arrival Estimation and Localization of Multi-Speech Sources; Nilanjan Dey,Amira S. Ashour Book 2018 The Author(s) 2018 Direct

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發(fā)表于 2025-3-21 19:42:15 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Direction of Arrival Estimation and Localization of Multi-Speech Sources
編輯Nilanjan Dey,Amira S. Ashour
視頻videohttp://file.papertrans.cn/281/280674/280674.mp4
概述Provides a solid background on concept and model of the acoustics signal and sources.Explores the role of optimization algorithms to improve the DOAE techniques and highlights the concept and principl
叢書名稱SpringerBriefs in Speech Technology
圖書封面Titlebook: Direction of Arrival Estimation and Localization of Multi-Speech Sources;  Nilanjan Dey,Amira S. Ashour Book 2018 The Author(s) 2018 Direct
描述This book presents research and applications on arrival estimation and localization in speech processing to ensure that the broad vision of the direction of arrival estimation (DOAE) / localization of speech sources is well-established. The book first provides a brief overview of the most classical direction of arrival estimation and localization techniques. It then?introduces the concept and model of acoustics sources and then highlights the most contemporary studies on this pervasive problem. In addition, the authors explore employing the optimization algorithms to improve the DOAE techniques. The book then highlights the concept and principles of the multi-DOAE approaches. Using a microphone array, the book introduces the localization and tracking problem of multiple speech/acoustic sources. It includes several applications and real-life speech sources localization based on the DOAE approaches. The book reports the challenges facing the DOAE techniques in speech-sources localization. The book pertains to researchers, designers, and engineers in speech processing fields.
出版日期Book 2018
關(guān)鍵詞Direction of arrival estimation of acoustics sources; Localization of speech sources; Microphone senso
版次1
doihttps://doi.org/10.1007/978-3-319-73059-2
isbn_softcover978-3-319-73058-5
isbn_ebook978-3-319-73059-2Series ISSN 2191-737X Series E-ISSN 2191-7388
issn_series 2191-737X
copyrightThe Author(s) 2018
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Microphone Array Principles,ple inputs can be handled to attenuate or to enhance the stemming signals from specific directions (desired signal) in the presence of demeaning noise sources (Levy et al. in IEEE Trans Audio Speech Lang Process 19(6):1540–1555, 2011 [.]; Doclo et al. in IEEE Signal Process Mag 32(2):18–30, 2015 [.]
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Sources Localization and DOAE Techniques of Moving Multiple Sources,dge techniques are originated from the maximum likelihood (ML) and expectations maximization (EM) methods as they have a form of recursive extended Kalman filters and use built-in source-movement models. For non-stationary speech sources, nonparametric modeling of the source movements can be employe
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