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図書
図書
1. Multimodal signal processing : theory and applications for human-computer interaction
Edited by Jean-Philippe Thiran, Ferran Marqués, Hervé Bourlard
出版情報: Oxford : Academic Press, 2010  xiv, 328 p. ; 24 cm
シリーズ名: EURASIP and Academic Press Series in Signal and Image Processing
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Preface
Introduction / Jean-Philippe Thiran ; Ferran Marqués ; Hervé Bourlard1：
Signal Processing, Modelling and Related Mathematical Tools / Part I：
Statistical Machine Learning for HCI / Samy Bengio2：
Introduction to Statistical Learning / 2.1：
Types of Problem / 2.2.1：
Function Space / 2.2.2：
Loss Functions / 2.2.3：
Expected Risk and Empirical Risk / 2.2.4：
Statistical Learning Theory / 2.2.5：
Support Vector Machines for Binary Classification / 2.3：
Hidden Markov Models for Speech Recognition / 2.4：
Speech Recognition / 2.4.1：
Markovian Processes / 2.4.2：
Hidden Markov Models / 2.4.3：
Inference and Learning with HMMs / 2.4.4：
HMMs for Speech Recognition / 2.4.5：
Conclusion / 2.5：
References
Speech Processing / Thierry Dutoit ; Stéphane Dupont3：
Feature Extraction / 3.1：
Acoustic Modelling / 3.2.2：
Language Modelling / 3.2.3：
Decoding / 3.2.4：
Multiple Sensors / 3.2.5：
Confidence Measures / 3.2.6：
Robustness / 3.2.7：
Speaker Recognition / 3.3：
Overview / 3.3.1：
Text-to-Speech Synthesis / 3.3.2：
Natural Language Processing for Speech Synthesis / 3.4.1：
Concatenative Synthesis with a Fixed Inventory / 3.4.2：
Unit Selection-Based Synthesis / 3.4.3：
Statistical Parametric Synthesis / 3.4.4：
Conclusions / 3.5：
Natural Language and Dialogue Processing / Olivier Pietquin4：
Natural Language Understanding / 4.1：
Syntactic Parsing / 4.2.1：
Semantic Parsing / 4.2.2：
Contextual Interpretation / 4.2.3：
Natural Language Generation / 4.3：
Document Planning / 4.3.1：
Microplanning / 4.3.2：
Surface Realisation / 4.3.3：
Dialogue Processing / 4.4：
Discourse Modelling / 4.4.1：
Dialogue Management / 4.4.2：
Degrees of Initiative / 4.4.3：
Evaluation / 4.4.4：
Image and Video Processing Tools for HCI / Montse Pardàs ; Verónica Vilaplana ; Cristian Canton-Ferrer4.5：
Face Analyses / 5.1：
Face Detection / 5.2.1：
Face Tracking / 5.2.2：
Facial Feature Detection and Tracking / 5.2.3：
Gaze Analysis / 5.2.4：
Face Recognition / 5.2.5：
Facial Expression Recognition / 5.2.6：
Hand-Gesture Analysis / 5.3：
Head Orientation Analysis and FoA Estimation / 5.4：
Head Orientation Analysis / 5.4.1：
Focus of Attention Estimation / 5.4.2：
Body Gesture Analysis / 5.5：
Processing of Handwriting and Sketching Dynamics / Claus Vielhauer5.6：
History of Handwriting Modality and the Acquisition of Online Handwriting Signals / 6.1：
Basics in Acquisition, Examples for Sensors / 6.3：
Analysis of Online Handwriting and Sketching Signals / 6.4：
Overview of Recognition Goals in HCI / 6.5：
Sketch Recognition for User Interface Design / 6.6：
Similarity Search in Digital Ink / 6.7：
Summary and Perspectives for Handwriting and Sketching in HCI / 6.8：
Multimodal Signal Processing and Modelling / Part II：
Basic Concepts of Multimodal Analysis / Mihai Curban7：
Defining Multimodality / 7.1：
Advantages of Multimodal Analysis / 7.2：
Multimodal Information Fusion / Norman Poh ; Josef Kittler7.3：
Levels of Fusion / 8.1：
Adaptive versus Non-Adaptive Fusion / 8.3：
Other Design Issues / 8.4：
Modality Integration Methods / Mihai Gurban ; jean-Philippe Thiran8.5：
Multimodal Fusion for AVSR / 9.1：
Types of Fusion / 9.2.1：
Multistream HMMs / 9.2.2：
Stream Reliability Estimates / 9.2.3：
Multimodal Speaker Localisation / 9.3：
A Multimodal Recognition Framework for Joint Modality Compensation and Fusion / Konstantinos Moustakas ; Savvas Argyropoulos ; Dimitrios Tzovaras9.4：
Joint Modality Recognition and Applications / 10.1：
A New Joint Modality Recognition Scheme / 10.3：
Concept / 10.3.1：
Theoretical Background / 10.3.2：
Joint Modality Audio-Visual Speech Recognition / 10.4：
Signature Extraction Stage / 10.4.1：
Recognition Stage / 10.4.2：
Joint Modality Recognition in Biometrics / 10.5：
Results / 10.5.1：
References|204 / 10.6：
Managing Multimodal Data, Metadata and Annotations: Challenges and Solutions / Andrei Popescu-Belis11：
Setting the Stage: Concepts and Projects / 11.1：
Metadate-versusAnnotations / 11.2.l：
Examples of Large Multimodal Collections / 11.2.2：
Capturing and Recording Multimodal Data / 11.3：
Capture Devices / 11.3.1：
Synchronisation / 11.3.2：
Activity Types in Multimodal Corpora / 11.3.3：
Examples of Set-ups and Raw Data / 11.3.4：
Reference Metadata and Annotations / 11.4：
Gathering Metadata: Methods / 11.4.1：
Metadata for the AMI Corpus / 11.4.2：
Reference Annotations: Procedure and Tools / 11.4.3：
Data Storage and Access / 11.5：
Exchange Formats for Metadata and Annotations / 111.5.1：
Data Servers / 111.5.2：
Accessing Annotated Multimodal Data / 111.5.3：
Conclusions and Perspectives / 11.6：
Multimodal Human-Computer and Human-to-Human Interaction / Part III：
Multimodal Input / Natalie Ruiz ; Fang Chen ; Sharon Oviatt12：
Advantages of Multimodal Input Interfaces / 12.1：
State-of-the-Art Multimodal Input Systems / 12.2.1：
Multimodality, Cognition and Performance / 12.3：
Multimodal Perception and Cognition / 12.3.1：
Cognitive Load and Performance / 12.3.2：
Understanding Multimodal Input Behaviour / 12.4：
Theoretical Frameworks / 12.4.1：
Interpretation of Multimodal Input Patterns / 12.4.2：
Adaptive Multimodal Interfaces / 12.5：
Designing Multimodal Interfaces that Manage Users' Cognitive Load / 12.5.1：
Designing Low-Load Multimodal Interfaces for Education / 12.5.2：
Conclusions and Future Directions / 12.6：
MuItimodal Output: Facial Motion, Gestures and Synthesised Speech Synchronisation / Igor S. Pand ić13：
Basic AV Speech Synthesis / 13.1：
The Animation System / 13.3：
Coarticulation / 13.4：
Extended AV Speech Synthesis / 13.5：
Data-Driven Approaches / 13.5.1：
Rule-Based Approaches / 13.5.2：
Embodied Conversational Agents / 13.6：
TTS Timing Issues / 13.7：
On-the-Fly Synchronisation / 13.7.1：
A Priori Synchronisation / 13.7.2：
Interactive Representations of Multimodal Databases / Stéphane Marchand-Maillet ; Donn Morrison ; Enikö Szekely ; Eric Bruno13.8：
Multimodal Data Representation / 14.1：
Multimodal Data Access / 14.3：
Browsing as Extension of the Query Formulation Mechanism / 14.3.1：
Browsing for the Exploration of the Content Space / 14.3.2：
Alternative Representations / 14.3.3：
Commercial Impact / 14.3.4：
Gaining Semantic from User Interaction / 14.4：
Multimodal Interactive Retrieval / 14.4.1：
Crowdsourcing / 14.4.2：
Conclusion and Discussion / 14.5：
Modelling Interest in Face-to-Face Conversations from Multimodal Nonverbal Behaviour / Daniel Catica-Perez15：
Perspectives on Interest Modelling / 15.1：
Computing Interest from Audio Cues / 15.3：
Computing interest from Multimodal Cues / 15.4：
Other Concepts Related to Interest / 15.5：
Concluding Remarks / 15.6：
Index
Preface
Introduction / Jean-Philippe Thiran ; Ferran Marqués ; Hervé Bourlard1：
Signal Processing, Modelling and Related Mathematical Tools / Part I：
2.

電子ブック
ＥＢ
2. Speech and audio signal processing : processing and perception of speech and music. 2nd ed (: electronic bk)
Ben Gold, Nelson Morgan, Dan Ellis ; with contributions from Hervé Bourlard ... [et al.]
出版情報: Wiley Online Library, 2011  1 online resource (xxii, 661p.)
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Preface To The 2011 Edition
Introduction / Chapter 1：
Historical Background / Part I：
Synthetic A Udio: A Brief History / Chapter 2：
Speech Analysis And Synthesis Overview / Chapter 3：
Brief History Of Automatic Speech Recognition / Chapter 4：
Speech-Recognition Overview / Chapter 5：
Mathematical Background / Part II：
Digital Signal Processing / Chapter 6：
Digital Filtersand Discrete Fourier Transform / Chapter 7：
Pattern Classification / Chapter 8：
Statistical Pattern Classification / Chapter 9：
Acoustics / Part III：
Wave Basics / Chapter 10：
Acoustic Tube Modeling Of Speech Production / Chapter 11：
Musical Instrument Acoustics / Chapter 12：
Room Acoustics / Chapter 13：
Auditory Perception / Part IV：
Ear Physiology / Chapter 14：
Psychoacoustics / Chapter 15：
Models Of Pitch Perception / Chapter 16：
Speech Perception / Chapter 17：
Human Speech Recognition / Chapter 18：
Speech Features / Part V：
The Auditory System As A Filter Bank / Chapter 19：
The Cepstrum As A Spectral Analyzer / Chapter 20：
Linear Prediction / Chapter 21：
A Utomatic Speech Recognition / Part VI：
Feature Extraction For Asr / Chapter 22：
Linguistic Categories For Speech Recognition / Chapter 23：
Deterministic Sequence Recognition For Asr / Chapter 24：
Statistical Sequence Recognition / Chapter 25：
Statistical Model Training / Chapter 26：
Discriminant Acoustic Probability Estimation / Chapter 27：
Acoustic Model Training: Further Topics / Chapter 28：
Speech Recognition And Understanding / Chapter 29：
Synthesis And Coding / Part VII：
Speech Synthesis / Chapter 30：
Pitch Detection / Chapter 31：
Vocoders / Chapter 32：
Low-Rate Vocoders / Chapter 33：
Medium-Rate And High-Rate Vocoders / Chapter 34：
Perceptual A Udio Coding / Chapter 35：
Other Applications / Part VIII：
Some Aspects Of Computer Music Synthesis / Chapter 36：
Music Signal Analysis / Chapter 37：
Music Retrieval / Chapter 38：
Source Separation / Chapter 39：
Speech Transformations / Chapter 40：
Speaker Verification / Chapter 41：
Speaker Diarization / Chapter 42：
Preface To The 2011 Edition
Introduction / Chapter 1：
Historical Background / Part I：
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