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Machine Learning for Multimodal Interaction [electronic resource] :Third International Workshop, MLMI 2006, Bethesda, MD, USA, May 1-4, 2006, Revised Selected Papers /

Contributor(s): Renals, Steve [editor.] | Bengio, Samy [editor.] | Fiscus, Jonathan G [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 4299Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.Description: XII, 470 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783540692683.Subject(s): Computer science | User interfaces (Computer systems) | Artificial intelligence | Computational linguistics | Image processing | Computers and civilization | Computer Science | Artificial Intelligence (incl. Robotics) | User Interfaces and Human Computer Interaction | Language Translation and Linguistics | Computers and Society | Image Processing and Computer VisionOnline resources: Click here to access online
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.
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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.

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