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Books > Computing & IT > Applications of computing > Audio processing
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Multimodal Behavior Analysis in the Wild - Advances and Challenges (Paperback)
Loot Price: R3,692
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Multimodal Behavior Analysis in the Wild - Advances and Challenges (Paperback)
Series: Computer Vision and Pattern Recognition
Expected to ship within 12 - 19 working days
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Multimodal Behavioral Analysis in the Wild: Advances and Challenges
presents the state-of- the-art in behavioral signal processing
using different data modalities, with a special focus on
identifying the strengths and limitations of current technologies.
The book focuses on audio and video modalities, while also
emphasizing emerging modalities, such as accelerometer or proximity
data. It covers tasks at different levels of complexity, from low
level (speaker detection, sensorimotor links, source separation),
through middle level (conversational group detection, addresser and
addressee identification), and high level (personality and emotion
recognition), providing insights on how to exploit inter-level and
intra-level links. This is a valuable resource on the state-of-the-
art and future research challenges of multi-modal behavioral
analysis in the wild. It is suitable for researchers and graduate
students in the fields of computer vision, audio processing,
pattern recognition, machine learning and social signal processing.
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