By Jean-Philippe Thiran,Ferran Marqués,Hervé Bourlard
Multimodal sign processing is a crucial examine and improvement box that techniques indications and combines info from various modalities – speech, imaginative and prescient, language, textual content – which considerably improve the knowledge, modelling, and function of human-computer interplay units or platforms improving human-human conversation. The overarching topic of this booklet is the applying of sign processing and statistical computing device studying concepts to difficulties bobbing up during this multi-disciplinary box. It describes the functions and barriers of present applied sciences, and discusses the technical demanding situations that has to be triumph over to strengthen effective and common multimodal interactive platforms.
With contributions from the top specialists within the box, the current booklet should still function a reference in multimodal sign processing for sign processing researchers, graduate scholars, R&D engineers, and desktop engineers who're drawn to this rising field.
- Presents state-of-art equipment for multimodal sign processing, research, and modeling
- Contains various examples of platforms with diverse modalities combined
- Describes complex functions in multimodal Human-Computer interplay (HCI) in addition to in computer-based research and modelling of multimodal human-human verbal exchange scenes.
Read or Download Multimodal Signal Processing: Theory and Applications for Human-Computer Interaction (Eurasip and Academic Press Series in Signal and Image Processing) PDF
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