
Multimodal Signal Processing
Human Interactions in Meetings
- English
- PDF
- Available on iOS & Android
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.
Frequently asked questions
- Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
- Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Information
Table of contents
- Cover
- Multimodal Signal Processing: Human Interactions in Meetings
- Title
- Copyright
- Contents
- Contributors
- 1: Multimodal signal processing for meetings: an introduction
- 2: Data collection
- 3: Microphone arrays and beamforming
- 4: Speaker diarization
- 5: Speech recognition
- 6: Sampling techniques for audio-visual tracking and head pose estimation
- 7: Video processing and recognition
- 8: Language structure
- 9: Multimodal analysis of small-group conversational dynamics
- 10: Summarization
- 11: User requirements for meeting support technology
- 12: Meeting browsers and meeting assistants
- 13: Evaluation of meeting support technology
- 14: Conclusion and perspectives
- References
- Index