Simulation Based Usability Evaluation Of Spoken And Multimodal Dialogue Systems

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Simulation-Based Usability Evaluation of Spoken and Multimodal Dialogue Systems

Stefan Hillmann
Simulation Based Usability Evaluation of Spoken and Multimodal Dialogue Systems Book PDF

Author : Stefan Hillmann
Publisher : Springer
Page : 240 pages
File Size : 53,8 Mb
Release : 2017-11-23
Category : Technology & Engineering
ISBN : 9783319625188

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Simulation-Based Usability Evaluation of Spoken and Multimodal Dialogue Systems by Stefan Hillmann Pdf

This book describes an extension of the user behaviour simulation (UBS) of an existing tool for automatic usability evaluation (AUE). This extension is based upon a user study with a smart home system. It uses technical-sociological methods for the execution of the study and the analysis of the collected data. A comparison of the resulting UBS with former UBSs, as well as the empirical data, shows that the new simulation approach outperforms the former simulation. The improvement affects the prediction of dialogue metrics that are related to dialogue efficiency and dialogue effectiveness. Furthermore, the book describes a parameter-based data model, as well as a related framework. Both are used to uniformly describe multimodal human-computer interactions and to provide such descriptions for usability evaluations. Finally, the book proposes a new two-stage method for the evaluation of UBSs. The method is based on the computation of a distance measures between two dialogue corpora and the pair-wise comparison of distances among several dialogue corpora.

Perception in Multimodal Dialogue Systems

Elisabeth André,Laila Dybkjær,Heiko Neumann,Roberto Pieraccini,Michael Weber
Perception in Multimodal Dialogue Systems Book PDF

Author : Elisabeth André,Laila Dybkjær,Heiko Neumann,Roberto Pieraccini,Michael Weber
Publisher : Springer
Page : 311 pages
File Size : 50,6 Mb
Release : 2008-06-17
Category : Computers
ISBN : 9783540693697

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Perception in Multimodal Dialogue Systems by Elisabeth André,Laila Dybkjær,Heiko Neumann,Roberto Pieraccini,Michael Weber Pdf

This book constitutes the refereed proceedings of the 4th IEEE Tutorial and Research Workshop on Perception and Interactive Technologies for Speech-Based Systems, PIT 2008, held in Kloster Irsee, Germany, in June 2008. The 37 revised full papers presented together with 1 invited keynote lecture were carefully selected from numerous submissions for inclusion in the book. The papers are organized in topical sections on multimodal and spoken dialogue systems, classification of dialogue acts and sound, recognition of eye gaze, head poses, mimics and speech as well as combinations of modalities, vocal emotion recognition, human-like and social dialogue systems, and evaluation methods for multimodal dialogue systems.

Highlights of Practical Applications of Heterogeneous Multi-Agent Systems - The PAAMS Collection

Juan M. Corchado,Javier Bajo,Jaroslaw Kozlak,Pawel Pawlewski,Jose M. Molina,Gaudou Benoit,Vicente Julian,Rainer Unland,Fernando Lopes,Kasper Hallenborg,Pedro Garcia Teodoro
Highlights of Practical Applications of Heterogeneous Multi Agent Systems The PAAMS Collection Book PDF

Author : Juan M. Corchado,Javier Bajo,Jaroslaw Kozlak,Pawel Pawlewski,Jose M. Molina,Gaudou Benoit,Vicente Julian,Rainer Unland,Fernando Lopes,Kasper Hallenborg,Pedro Garcia Teodoro
Publisher : Springer
Page : 388 pages
File Size : 50,9 Mb
Release : 2014-05-14
Category : Computers
ISBN : 9783319077673

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Highlights of Practical Applications of Heterogeneous Multi-Agent Systems - The PAAMS Collection by Juan M. Corchado,Javier Bajo,Jaroslaw Kozlak,Pawel Pawlewski,Jose M. Molina,Gaudou Benoit,Vicente Julian,Rainer Unland,Fernando Lopes,Kasper Hallenborg,Pedro Garcia Teodoro Pdf

This book constitutes the refereed proceedings of the workshops which complemented the 12th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2014, held in Salamanca, Spain, in June 2014. This volume presents the papers that have been accepted for the following workshops: Workshop on Agent-based Approaches for the Transportation Modeling and Optimization (AATMO 2014); Workshop on Agent-based Modeling and Simulation of Complex Systems: Engineering and Applications (ABSEA 2014); Workshop on Agents and Multi-Agent Systems for Ambient-assisted Living and e-Health (A-HEALTH 2014); Workshop on Agent-based Solutions for Manufacturing and Supply Chain (AMSC 2014); Workshop on Intelligent Systems for Context-based Information Fusion (ISCIF 2014); Workshop on Multi-Agent based Applications for Smart Grids and Sustainable Energy Systems (MASGES 2014); Workshop on Active Security Through Multi-Agent Systems (WASMAS 2014); Workshop on Intelligent Human-Agent Societies (WIHAS 2014).

Data-Driven Methods for Adaptive Spoken Dialogue Systems

Oliver Lemon,Olivier Pietquin
Data Driven Methods for Adaptive Spoken Dialogue Systems Book PDF

Author : Oliver Lemon,Olivier Pietquin
Publisher : Springer Science & Business Media
Page : 184 pages
File Size : 44,6 Mb
Release : 2012-10-20
Category : Computers
ISBN : 9781461448037

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Data-Driven Methods for Adaptive Spoken Dialogue Systems by Oliver Lemon,Olivier Pietquin Pdf

Data driven methods have long been used in Automatic Speech Recognition (ASR) and Text-To-Speech (TTS) synthesis and have more recently been introduced for dialogue management, spoken language understanding, and Natural Language Generation. Machine learning is now present “end-to-end” in Spoken Dialogue Systems (SDS). However, these techniques require data collection and annotation campaigns, which can be time-consuming and expensive, as well as dataset expansion by simulation. In this book, we provide an overview of the current state of the field and of recent advances, with a specific focus on adaptivity.

Simulating Conversations for the Prediction of Speech Quality

Thilo Michael
Simulating Conversations for the Prediction of Speech Quality Book PDF

Author : Thilo Michael
Publisher : Springer Nature
Page : 157 pages
File Size : 45,8 Mb
Release : 2023-06-30
Category : Technology & Engineering
ISBN : 9783031318443

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Simulating Conversations for the Prediction of Speech Quality by Thilo Michael Pdf

This book discusses the simulation of conversations through a novel approach of predicting speech quality based on the interactions of two simulated interlocutors. The author describes the setup of a simulation environment that is capable of simulating human dialogue on the speech level. The impact of delay and bursty packet loss on VoIP conversations is investigated and modeled for the use in the simulation. Based on parameters extracted from simulated conversations, the author proposes extensions to the E-model, a parametric model standardized by the International Telecommunications Union, in order to predict the quality of the simulated conversations. The author shows that predictions based on the simulated conversations outperform models that rely on the transmission parameters alone.

Proceedings of the Paralinguistic Information and its Integration in Spoken Dialogue Systems Workshop

Ramón López-Cózar Delgado,Tetsunori Kobayashi
Proceedings of the Paralinguistic Information and its Integration in Spoken Dialogue Systems Workshop Book PDF

Author : Ramón López-Cózar Delgado,Tetsunori Kobayashi
Publisher : Springer Science & Business Media
Page : 384 pages
File Size : 42,8 Mb
Release : 2011-08-27
Category : Technology & Engineering
ISBN : 9781461413356

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Proceedings of the Paralinguistic Information and its Integration in Spoken Dialogue Systems Workshop by Ramón López-Cózar Delgado,Tetsunori Kobayashi Pdf

This volume includes proceedings articles presented at the Workshop on Paralinguistic Information and its Integration in Spoken Dialogue Systems held in Granada, Spain. The material focuses on the three broad areas of spoken dialogue systems for robotics, emotions and spoken dialogue systems, and Spoken dialogue systems for real-world applications The workshop proceedings are part of the 3rd Annual International Workshop on Spoken Dialogue Systems, which brings together researchers from all over the world working in the field of spoken dialogue systems. It provides an international forum for the presentation of research and applications, and for lively discussions among researchers as well as industrialists.

Spoken Multimodal Human-Computer Dialogue in Mobile Environments

Wolfgang Minker,Dirk Bühler,Laila Dybkjær
Spoken Multimodal Human Computer Dialogue in Mobile Environments Book PDF

Author : Wolfgang Minker,Dirk Bühler,Laila Dybkjær
Publisher : Springer Science & Business Media
Page : 423 pages
File Size : 53,7 Mb
Release : 2005-08-17
Category : Computers
ISBN : 9781402030758

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Spoken Multimodal Human-Computer Dialogue in Mobile Environments by Wolfgang Minker,Dirk Bühler,Laila Dybkjær Pdf

This book is based on publications from the ISCA Tutorial and Research Workshop on Multi-Modal Dialogue in Mobile Environments held at Kloster Irsee, Germany, in 2002. The workshop covered various aspects of devel- ment and evaluation of spoken multimodal dialogue systems and components with particular emphasis on mobile environments, and discussed the state-- the-art within this area. On the development side the major aspects addressed include speech recognition, dialogue management, multimodal output gene- tion, system architectures, full applications, and user interface issues. On the evaluation side primarily usability evaluation was addressed. A number of high quality papers from the workshop were selected to form the basis of this book. The volume is divided into three major parts which group together the ov- all aspects covered by the workshop. The selected papers have all been - tended, reviewed and improved after the workshop to form the backbone of the book. In addition, we have supplemented each of the three parts by an invited contribution intended to serve as an overview chapter.

Spoken, Multilingual and Multimodal Dialogue Systems

Ramon Lopez Cozar Delgado,Masahiro Araki
Spoken Multilingual and Multimodal Dialogue Systems Book PDF

Author : Ramon Lopez Cozar Delgado,Masahiro Araki
Publisher : John Wiley & Sons
Page : 272 pages
File Size : 44,9 Mb
Release : 2007-01-11
Category : Technology & Engineering
ISBN : 9780470021569

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Spoken, Multilingual and Multimodal Dialogue Systems by Ramon Lopez Cozar Delgado,Masahiro Araki Pdf

Dialogue systems are a very appealing technology with an extraordinary future. Spoken, Multilingual and Multimodal Dialogues Systems: Development and Assessment addresses the great demand for information about the development of advanced dialogue systems combining speech with other modalities under a multilingual framework. It aims to give a systematic overview of dialogue systems and recent advances in the practical application of spoken dialogue systems. Spoken Dialogue Systems are computer-based systems developed to provide information and carry out simple tasks using speech as the interaction mode. Examples include travel information and reservation, weather forecast information, directory information and product order. Multimodal Dialogue Systems aim to overcome the limitations of spoken dialogue systems which use speech as the only communication means, while Multilingual Systems allow interaction with users that speak different languages. Presents a clear snapshot of the structure of a standard dialogue system, by addressing its key components in the context of multilingual and multimodal interaction and the assessment of spoken, multilingual and multimodal systems In addition to the fundamentals of the technologies employed, the development and evaluation of these systems are described Highlights recent advances in the practical application of spoken dialogue systems This comprehensive overview is a must for graduate students and academics in the fields of speech recognition, speech synthesis, speech processing, language, and human–computer interaction technolgy. It will also prove to be a valuable resource to system developers working in these areas.

Reinforcement Learning for Adaptive Dialogue Systems

Verena Rieser,Oliver Lemon
Reinforcement Learning for Adaptive Dialogue Systems Book PDF

Author : Verena Rieser,Oliver Lemon
Publisher : Springer Science & Business Media
Page : 256 pages
File Size : 55,9 Mb
Release : 2011-11-23
Category : Computers
ISBN : 9783642249426

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Reinforcement Learning for Adaptive Dialogue Systems by Verena Rieser,Oliver Lemon Pdf

The past decade has seen a revolution in the field of spoken dialogue systems. As in other areas of Computer Science and Artificial Intelligence, data-driven methods are now being used to drive new methodologies for system development and evaluation. This book is a unique contribution to that ongoing change. A new methodology for developing spoken dialogue systems is described in detail. The journey starts and ends with human behaviour in interaction, and explores methods for learning from the data, for building simulation environments for training and testing systems, and for evaluating the results. The detailed material covers: Spoken and Multimodal dialogue systems, Wizard-of-Oz data collection, User Simulation methods, Reinforcement Learning, and Evaluation methodologies. The book is a research guide for students and researchers with a background in Computer Science, AI, or Machine Learning. It navigates through a detailed case study in data-driven methods for development and evaluation of spoken dialogue systems. Common challenges associated with this approach are discussed and example solutions are provided. This work provides insights, lessons, and inspiration for future research and development – not only for spoken dialogue systems in particular, but for data-driven approaches to human-machine interaction in general.

Integrating Usability Engineering for Designing the Web Experience: Methodologies and Principles

Spiliotopoulos, Tasos,Papadopoulou, Panagiota,Martakos, Drakoulis,Kouroupetroglou, Georgios
Integrating Usability Engineering for Designing the Web Experience Methodologies and Principles Book PDF

Author : Spiliotopoulos, Tasos,Papadopoulou, Panagiota,Martakos, Drakoulis,Kouroupetroglou, Georgios
Publisher : IGI Global
Page : 440 pages
File Size : 53,5 Mb
Release : 2010-01-31
Category : Computers
ISBN : 9781605668970

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Integrating Usability Engineering for Designing the Web Experience: Methodologies and Principles by Spiliotopoulos, Tasos,Papadopoulou, Panagiota,Martakos, Drakoulis,Kouroupetroglou, Georgios Pdf

"The book provides a link between theoretical research and web engineering, presenting a more holistic approach to web usability"--Provided by publisher.

Spoken Dialogue Systems

Kristina Jokinen,Michael McTear
Spoken Dialogue Systems Book PDF

Author : Kristina Jokinen,Michael McTear
Publisher : Springer Nature
Page : 151 pages
File Size : 40,9 Mb
Release : 2022-05-31
Category : Computers
ISBN : 9783031021343

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Spoken Dialogue Systems by Kristina Jokinen,Michael McTear Pdf

Considerable progress has been made in recent years in the development of dialogue systems that support robust and efficient human-machine interaction using spoken language. Spoken dialogue technology allows various interactive applications to be built and used for practical purposes, and research focuses on issues that aim to increase the system's communicative competence by including aspects of error correction, cooperation, multimodality, and adaptation in context. This book gives a comprehensive view of state-of-the-art techniques that are used to build spoken dialogue systems. It provides an overview of the basic issues such as system architectures, various dialogue management methods, system evaluation, and also surveys advanced topics concerning extensions of the basic model to more conversational setups. The goal of the book is to provide an introduction to the methods, problems, and solutions that are used in dialogue system development and evaluation. It presents dialogue modelling and system development issues relevant in both academic and industrial environments and also discusses requirements and challenges for advanced interaction management and future research. Table of Contents: Preface / Introduction to Spoken Dialogue Systems / Dialogue Management / Error Handling / Case Studies: Advanced Approaches to Dialogue Management / Advanced Issues / Methodologies and Practices of Evaluation / Future Directions / References / Author Biographies

Spoken Multimodal Human-Computer Dialogue in Mobile Environments

Wolfgang Minker,Dirk Bühler,Laila Dybkjær
Spoken Multimodal Human Computer Dialogue in Mobile Environments Book PDF

Author : Wolfgang Minker,Dirk Bühler,Laila Dybkjær
Publisher : Springer Science & Business Media
Page : 438 pages
File Size : 54,5 Mb
Release : 2005-02-18
Category : Computers
ISBN : 1402030746

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Spoken Multimodal Human-Computer Dialogue in Mobile Environments by Wolfgang Minker,Dirk Bühler,Laila Dybkjær Pdf

This book is based on publications from the ISCA Tutorial and Research Workshop on Multi-Modal Dialogue in Mobile Environments held at Kloster Irsee, Germany, in 2002. The workshop covered various aspects of devel- ment and evaluation of spoken multimodal dialogue systems and components with particular emphasis on mobile environments, and discussed the state-- the-art within this area. On the development side the major aspects addressed include speech recognition, dialogue management, multimodal output gene- tion, system architectures, full applications, and user interface issues. On the evaluation side primarily usability evaluation was addressed. A number of high quality papers from the workshop were selected to form the basis of this book. The volume is divided into three major parts which group together the ov- all aspects covered by the workshop. The selected papers have all been - tended, reviewed and improved after the workshop to form the backbone of the book. In addition, we have supplemented each of the three parts by an invited contribution intended to serve as an overview chapter.

Multimodal Signal Processing

Jean-Philippe Thiran,Ferran Marqués,Hervé Bourlard
Multimodal Signal Processing Book PDF

Author : Jean-Philippe Thiran,Ferran Marqués,Hervé Bourlard
Publisher : Academic Press
Page : 352 pages
File Size : 49,8 Mb
Release : 2009-11-11
Category : Computers
ISBN : 0080888690

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Multimodal Signal Processing by Jean-Philippe Thiran,Ferran Marqués,Hervé Bourlard Pdf

Multimodal signal processing is an important research and development field that processes signals and combines information from a variety of modalities – speech, vision, language, text – which significantly enhance the understanding, modelling, and performance of human-computer interaction devices or systems enhancing human-human communication. The overarching theme of this book is the application of signal processing and statistical machine learning techniques to problems arising in this multi-disciplinary field. It describes the capabilities and limitations of current technologies, and discusses the technical challenges that must be overcome to develop efficient and user-friendly multimodal interactive systems. With contributions from the leading experts in the field, the present book should serve as a reference in multimodal signal processing for signal processing researchers, graduate students, R&D engineers, and computer engineers who are interested in this emerging field. Presents state-of-art methods for multimodal signal processing, analysis, and modeling Contains numerous examples of systems with different modalities combined Describes advanced applications in multimodal Human-Computer Interaction (HCI) as well as in computer-based analysis and modelling of multimodal human-human communication scenes.

HCI and Usability for e-Inclusion

Andreas Holzinger,Klaus Miesenberger
HCI and Usability for e Inclusion Book PDF

Author : Andreas Holzinger,Klaus Miesenberger
Publisher : Springer
Page : 554 pages
File Size : 48,7 Mb
Release : 2009-11-06
Category : Computers
ISBN : 9783642103087

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HCI and Usability for e-Inclusion by Andreas Holzinger,Klaus Miesenberger Pdf

This book constitutes the refereed proceedings of HCI and Usability for e-Inclusion, held as the 5th Symposium of the Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society, USAB 2009, in Linz, Austria, in November 2009. The 12 revised full papers and 26 revised short papers presented were carefully reviewed and selected from 60 submissions. The papers are organized in topical sections on gender and cognitive performance, usefulness, usability, accessibility, emotion, confidence and elderly, usability testing, evaluation, measurement, education, learning and e-inclusion, design for adaptive content processing, grounded theory, activity theory and situated action, smart home, health and ambient assistent living, user centred design and usability practice, interaction, assistive technologies and virtual environments, communication, interfaces and haptic technology as well as new technologies and challenges for people with disabilities.

Human-Computer Interaction: Interaction Modalities and Techniques

Masaaki Kurosu
Human Computer Interaction Interaction Modalities and Techniques Book PDF

Author : Masaaki Kurosu
Publisher : Springer
Page : 768 pages
File Size : 44,6 Mb
Release : 2013-07-01
Category : Computers
ISBN : 9783642393303

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Human-Computer Interaction: Interaction Modalities and Techniques by Masaaki Kurosu Pdf

The five-volume set LNCS 8004--8008 constitutes the refereed proceedings of the 15th International Conference on Human-Computer Interaction, HCII 2013, held in Las Vegas, NV, USA in July 2013. The total of 1666 papers and 303 posters presented at the HCII 2013 conferences was carefully reviewed and selected from 5210 submissions. These papers address the latest research and development efforts and highlight the human aspects of design and use of computing systems. The papers accepted for presentation thoroughly cover the entire field of human-computer interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. This volume contains papers in the thematic area of human-computer interaction, addressing the following major topics: speech, natural language and auditory interfaces; gesture and eye-gaze based Interaction; touch-based interaction; haptic interaction; graphical user interfaces and visualisation.