| 书目名称 | Cognitively Inspired Audiovisual Speech Filtering | | 副标题 | Towards an Intellige | | 编辑 | Andrew Abel,Amir Hussain | | 视频video | http://file.papertrans.cn/230/229171/229171.mp4 | | 概述 | State-of-the-art summary of multimodal speech filtering literature.Novel interdisciplinary cognitive inspiration in audio and visual aspects of speech.A novel approach to combining audio and visual sp | | 丛书名称 | SpringerBriefs in Cognitive Computation | | 图书封面 |  | | 描述 | This book presents a summary of the cognitively inspired basis behind multimodal speech enhancement, covering the relationship between audio and visual modalities in speech, as well as recent research into audiovisual speech correlation. A number of audiovisual speech filtering approaches that make use of this relationship are also discussed. A novel multimodal speech enhancement system, making use of both visual and audio information to filter speech, is presented, and this book explores the extension of this system with the use of fuzzy logic to demonstrate an initial implementation of an autonomous, adaptive, and context aware multimodal system. This work also discusses the challenges presented with regard to testing such a system, the limitations with many current audiovisual speech corpora, and discusses a suitable approach towards development of a corpus designed to test this novel, cognitively inspired, speech filtering system. | | 出版日期 | Book 2015 | | 关键词 | Audiovisual; Fuzzy Logic; Hearing and listening devices; Multimodal processing; Speech filtering | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-13509-0 | | isbn_softcover | 978-3-319-13508-3 | | isbn_ebook | 978-3-319-13509-0Series ISSN 2212-6023 Series E-ISSN 2212-6031 | | issn_series | 2212-6023 | | copyright | The Author(s) 2015 |
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