Multimodal Signal Processing
eBook - PDF

Multimodal Signal Processing

Human Interactions in Meetings

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Multimodal Signal Processing

Human Interactions in Meetings

About this book

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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Yes, you can access Multimodal Signal Processing by Steve Renals,Hervé Bourlard,Jean Carletta,Andrei Popescu-Belis in PDF and/or ePUB format, as well as other popular books in Tecnología e ingeniería & Señales y procesamiento de señales. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Multimodal Signal Processing: Human Interactions in Meetings
  3. Title
  4. Copyright
  5. Contents
  6. Contributors
  7. 1: Multimodal signal processing for meetings: an introduction
  8. 2: Data collection
  9. 3: Microphone arrays and beamforming
  10. 4: Speaker diarization
  11. 5: Speech recognition
  12. 6: Sampling techniques for audio-visual tracking and head pose estimation
  13. 7: Video processing and recognition
  14. 8: Language structure
  15. 9: Multimodal analysis of small-group conversational dynamics
  16. 10: Summarization
  17. 11: User requirements for meeting support technology
  18. 12: Meeting browsers and meeting assistants
  19. 13: Evaluation of meeting support technology
  20. 14: Conclusion and perspectives
  21. References
  22. Index