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Multimodal Signal Processing - Human Interactions in Meetings (Hardcover, New)
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Multimodal Signal Processing - Human Interactions in Meetings (Hardcover, New)
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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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