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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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发表于 2025-3-21 19:42:15 | 显示全部楼层 |阅读模式
书目名称Direction of Arrival Estimation and Localization of Multi-Speech Sources
编辑Nilanjan Dey,Amira S. Ashour
视频video
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
丛书名称SpringerBriefs in Speech Technology
图书封面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
关键词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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发表于 2025-3-21 21:24:17 | 显示全部楼层
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 [.]
发表于 2025-3-22 02:37:05 | 显示全部楼层
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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