Natural Language Dialog Systems and Intelligent Assistants

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G.G. Lee, H.K. Kim, M. Jeong, J.-H. Kim
Springer, Sep 28, 2015 - Computers - 275 pages
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This book covers state-of-the-art topics on the practical implementation of Spoken Dialog Systems and intelligent assistants in everyday applications. It presents scientific achievements in language processing that result in the development of successful applications and addresses general issues regarding the advances in Spoken Dialog Systems with applications in robotics, knowledge access and communication. Emphasis is placed on the following topics: speaker/language recognition, user modeling / simulation, evaluation of dialog system, multi-modality / emotion recognition from speech, speech data mining, language resource and databases, machine learning for spoken dialog systems and educational and healthcare applications.
 

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Contents

1 Rapidly Scaling Dialog Systems with Interactive Learning
1
2 News Navigation System Based on Proactive Dialogue Strategy
15
3 Evaluation of MachineLed Error Recovery Strategies for Domain Switches in a Spoken Dialog System
26
4 Analysis of an Extended Interaction Quality Corpus
41
An OpenSource StandardCompliant TelephonyBased Modular Spoken Dialog System A Review and An Outlook
53
6 MicroCounseling Dialog System Based on Semantic Content
62
7 Users Belief Awareness in Reinforcement LearningBased Situated HumanRobot Dialogue Management
73
8 Scalable SummaryState POMDP Hybrid Dialog System for Multiple Goal Drifting Requests and Massive Slot Entity Instances
87
16 Unknown Word Detection Based on EventRelated Brain Desynchronization Responses
168
17 An Analysis Towards DialogueBased Deception Detection
177
A Web Framework for CrowdSourced Spoken Dialogue Collection
188
19 Creating a Virtual Neighbor
203
20 Decision Making Strategies for FiniteState Biautomaton in Dialog Management
209
21 Integration of Word and Semantic Features for Theme Identification in Telephone Conversations
222
A Multifunctional Virtual Agent for Conference Support and Touristic Information
233
23 MultiSource Hybrid Question Answering System
240

9 A Voice QR Code for Mobile Devices
97
10 Detecting Multiple Domains from Users Utterance in Spoken Dialog System
101
Diet and Health Assistant Based on Spoken Dialog System
113
12 Lexicon Optimization for WFSTBased Speech Recognition Using Acoustic Distance Based Confusability Measure and G2P Conversion
119
13 Linguistic Individuality Transformation for Spoken Language
128
Automatic Memorable Spoken Quote Detection
145
15 Evaluation of a Fully Automatic Cooperative Persuasive Dialogue System
153
24 Dialogue Platform for Interactive Personal Assistant Software
247
25 Performance Analysis of FFNNBased Language Model in Contrast with nGram
252
A ComputerAssisted SecondLanguage Learning System Based on Spoken Language Understanding
257
27 Learning Speed Improvement Using MultiGPUs on DNNBased Acoustic Model Training in Korean Intelligent Personal Assistant
263
Index
272
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