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Machine Learning for Multimodal Interaction多模态交互作用的机器学习/会议录

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Machine Learning for Multimodal Interaction多模态交互作用的机器学习/会议录

最 低 价:¥528.80

定 价:¥587.60

作 者:SamyBengio 著

出 版 社:北京燕山出版社

出版时间:2005-3-1

I S B N:9783540245094

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内容简介

This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Machine Learning for Multimodal Interaction, MLMI 2004, held in Martigny, Switzerland in June 2004.
The 30 revised full papers presented were carefully selected during two rounds of reviewing and revision. The papers are organized in topical sections on HCI and applications, structuring and interaction, multimodal processing, speech processing, dialogue management, and vision and emotion.

作者简介

目录

MLMI 2004
Ⅰ HCI and Applications
 Accessing Multimodal Meeting Data: Systems, Problems and Possibilities
 Browsing Recorded Meetings with Ferret
 Meeting Modelling in the Context of Multimodal Research
 Artificial Companions
 Zakim-A Multimodal Software System for Large-Scale Teleconferencing
Ⅱ Structuring and Interaction
 Towards Computer Understanding of Human Interactions
 Multistream Dynamic Bayesian Network for Meeting Segmentation
 Using Static Documents as Structured and Thematic Interfaces to Multimedia Meeting Archives
 An Integrated Framework for the Management of Video Collection
 The NITE XML Toolkit Meets the ICSI Meeting Corpus: Import Annotation, and Browsing
Ⅲ Multimodal Processing
 S-SEER: Selective Perception in a Multimodal Office Activity Recognition System
 Mapping from Speech to Images Using Continuous State Space Models
 An Online Algorithm for Hierarchical Phoneme Classification
 Towards Predicting Optimal Fusion Candidates: A Case Study on Biometric Authentication Tasks
 Mixture of SVMs for Face Class Modeling
 AV16.3: An Audio-Visual Corpus for Speaker Localization and Tracking
Ⅳ Speech Processing
 The 2004 ICSI-SRI-UW Meeting Recognition System
 On the Adequacy of Baseform Pronunciations and Pronunciation Variants
 Tandem Connectionist Feature Extraction for Conversational Speech Recognition
……
Ⅴ Dialogue Management
Ⅵ Vision and Emotion
Author Index

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