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Multimodal signal processing : = human interactions in meetings /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Multimodal signal processing :/ edited by Steve Renals [and others].
其他題名:
human interactions in meetings /
其他作者:
Renals, Steve,
面頁冊數:
1 online resource (xi, 273 pages) :digital, PDF file(s). :
附註:
Title from publisher's bibliographic system (viewed on 05 Oct 2015).
標題:
Computer conferencing - Technological innovations. -
電子資源:
https://doi.org/10.1017/CBO9781139136310
ISBN:
9781139136310 (ebook)
Multimodal signal processing : = human interactions in meetings /
Multimodal signal processing :
human interactions in meetings /edited by Steve Renals [and others]. - 1 online resource (xi, 273 pages) :digital, PDF file(s).
Title from publisher's bibliographic system (viewed on 05 Oct 2015).
Multimodal signal processing for meetings : an introduction / Andrei Popescu-Belis and Jean Carletta -- Data collection / Jean Carletta and Mike Lincoln -- Microphone arrays and beamforming / Iain McCowan -- Speaker diarization / Fabio Valente and Gerald Friedland -- Speech recognition / Thomas Hain and Philip N. Garner -- Sampling techniques for audio-visual tracking and head pose estimation / Jean-Marc Odobez and Oswald Lanz -- Video processing and recognition / Pavel Zemčík, Sébastien Marcel and Jozef Mlích -- Language structure / Tilman Becker and Theresa Wilson -- Multimodal analysis of small-group conversational dynamics / Daniel Gatica-Perez, Rieks op den Akker and Dirk Heylen -- Summarization / Thomas Kleinbauer and Gabriel Murray -- User requirements for meeting support technology / Denis Lalanne and Andrei Popescu-Belis -- Meeting browsers and meeting assistants / Steve Whittaker, Simon Tucker and Denis Lalanne -- Evaluation of meeting support technology / Simon Tucker and Andrei Popescu-Belis -- Conclusion and perspectives / Hervé Bourlard and Steve Renals.
Bringing together experts in multimodal signal processing, this book provides a detailed introduction to the area, with a focus on the analysis, recognition and interpretation of human communication. The technology described has powerful applications. For instance, automatic analysis of the outputs of cameras and microphones in a meeting can make sense of what is happening - who spoke, what they said, whether there was an active discussion and who was dominant in it. These analyses are layered to move from basic interpretations of the signals to richer semantic information. The book covers the necessary analyses in a tutorial manner, going from basic ideas to recent research results. It includes chapters on advanced speech processing and computer vision technologies, language understanding, interaction modeling and abstraction, as well as meeting support technology. This guide connects fundamental research with a wide range of prototype applications to support and analyze group interactions in meetings.
ISBN: 9781139136310 (ebook)Subjects--Topical Terms:
1133586
Computer conferencing
--Technological innovations.
LC Class. No.: TK5102.9 / .M847 2012
Dewey Class. No.: 621.382/2
Multimodal signal processing : = human interactions in meetings /
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Multimodal signal processing for meetings : an introduction / Andrei Popescu-Belis and Jean Carletta -- Data collection / Jean Carletta and Mike Lincoln -- Microphone arrays and beamforming / Iain McCowan -- Speaker diarization / Fabio Valente and Gerald Friedland -- Speech recognition / Thomas Hain and Philip N. Garner -- Sampling techniques for audio-visual tracking and head pose estimation / Jean-Marc Odobez and Oswald Lanz -- Video processing and recognition / Pavel Zemčík, Sébastien Marcel and Jozef Mlích -- Language structure / Tilman Becker and Theresa Wilson -- Multimodal analysis of small-group conversational dynamics / Daniel Gatica-Perez, Rieks op den Akker and Dirk Heylen -- Summarization / Thomas Kleinbauer and Gabriel Murray -- User requirements for meeting support technology / Denis Lalanne and Andrei Popescu-Belis -- Meeting browsers and meeting assistants / Steve Whittaker, Simon Tucker and Denis Lalanne -- Evaluation of meeting support technology / Simon Tucker and Andrei Popescu-Belis -- Conclusion and perspectives / Hervé Bourlard and Steve Renals.
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Bringing together experts in multimodal signal processing, this book provides a detailed introduction to the area, with a focus on the analysis, recognition and interpretation of human communication. The technology described has powerful applications. For instance, automatic analysis of the outputs of cameras and microphones in a meeting can make sense of what is happening - who spoke, what they said, whether there was an active discussion and who was dominant in it. These analyses are layered to move from basic interpretations of the signals to richer semantic information. The book covers the necessary analyses in a tutorial manner, going from basic ideas to recent research results. It includes chapters on advanced speech processing and computer vision technologies, language understanding, interaction modeling and abstraction, as well as meeting support technology. This guide connects fundamental research with a wide range of prototype applications to support and analyze group interactions in meetings.
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