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Machine learning for multimodal interaction : third international workshop, MLMI 2006, Bethesda, MD, USA, May 1-4, 2006 : revised selected papers

Author: Steve Renals; Samy Bengio; Jonathan G Fiscus; National Institute of Standards and Technology (U.S.)
Publisher: Berlin ; New York : Springer, ©2006.
Series: Lecture notes in computer science, 4299.
Edition/Format:   Print book : Conference publication : EnglishView all editions and formats
Summary:

This book constitutes the thoroughly refereed post-proceedings of the Third International Workshop on Machine Learning for Multimodal Interaction, MLMI 2006, held in Bethesda, MD, USA, in May 2006.

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Genre/Form: Conference papers and proceedings
Congresses
Material Type: Conference publication, Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Steve Renals; Samy Bengio; Jonathan G Fiscus; National Institute of Standards and Technology (U.S.)
ISBN: 9783540692676 3540692673
OCLC Number: 77548458
Notes: "MLMI 2006 was co-located with the 4th NIST Meeting Recognition Workshop"--Preface.
Description: xii, 470 pages : illustrations ; 24 cm.
Contents: MLMI'06.- Model-Based, Multimodal Interaction in Document Browsing.- The NIST Meeting Room Corpus 2 Phase 1.- Audio-Visual Processing in Meetings: Seven Questions and Current AMI Answers.- A Multimodal Analysis of Floor Control in Meetings.- Combining User Modeling and Machine Learning to Predict Users' Multimodal Integration Patterns.- Using Audio, Visual, and Lexical Features in a Multi-modal Virtual Meeting Director.- A Study on Visual Focus of Attention Recognition from Head Pose in a Meeting Room.- Multi-person Tracking in Meetings: A Comparative Study.- Gaussian Mixture Models for CHASM Signature Verification.- Kalman Tracking with Target Feedback on Adaptive Background Learning.- Da Vinci's Mona Lisa.- The Connector Service-Predicting Availability in Mobile Contexts.- Multimodal Input for Meeting Browsing and Retrieval Interfaces: Preliminary Findings.- Gesture Features for Coreference Resolution.- Syntactic Chunking Across Different Corpora.- Multistream Recognition of Dialogue Acts in Meetings.- Text Based Dialog Act Classification for Multiparty Meetings.- Detecting Action Items in Multi-party Meetings: Annotation and Initial Experiments.- Overlap in Meetings: ASR Effects and Analysis by Dialog Factors, Speakers, and Collection Site.- A Speaker Localization System for Lecture Room Environment.- Robust Speech Activity Detection in Interactive Smart-Room Environments.- Automatic Cluster Complexity and Quantity Selection: Towards Robust Speaker Diarization.- Speaker Diarization for Multi-microphone Meetings Using Only Between-Channel Differences.- Warped and Warped-Twice MVDR Spectral Estimation With and Without Filterbanks.- Robust Heteroscedastic Linear Discriminant Analysis and LCRC Posterior Features in Meeting Data Recognition.- Juicer: A Weighted Finite-State Transducer Speech Decoder.- Speech-to-Speech Translation Services for the Olympic Games 2008.- The Rich Transcription 2006 Spring Meeting Recognition Evaluation.- The IBM RT06s Evaluation System for Speech Activity Detection in CHIL Seminars.- A Lightweight Speech Detection System for Perceptive Environments.- Robust Speaker Diarization for Meetings: ICSI RT06S Meetings Evaluation System.- Technical Improvements of the E-HMM Based Speaker Diarization System for Meeting Records.- The AMI Speaker Diarization System for NIST RT06s Meeting Data.- The 2006 Athens Information Technology Speech Activity Detection and Speaker Diarization Systems.- Speaker Diarization: From Broadcast News to Lectures.- The ISL RT-06S Speech-to-Text System.- The AMI Meeting Transcription System: Progress and Performance.- The IBM Rich Transcription Spring 2006 Speech-to-Text System for Lecture Meetings.- The ICSI-SRI Spring 2006 Meeting Recognition System.- The LIMSI RT06s Lecture Transcription System.
Series Title: Lecture notes in computer science, 4299.
Other Titles: MLMI 2006
Responsibility: Steve Renals, Samy Bengio, Jonathan G. Fiscus (eds.).
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