• Title/Summary/Keyword: dialogue system

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A Detailed Design of Hidden Vector State Markov Model for Semantic Decoding of Spoken Dialogue System on News (뉴스에서 시멘틱 디코딩의 음성대화시스템을 위한 히든 벡터 상태 마코브모델의 상세설계)

  • Le, Thanh Cong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2012.11a
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    • pp.339-342
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    • 2012
  • Nowadays, Spoken Dialogue System is rapidly growing by investing a lot from researches as well as organizations. One of concrete evidences is that the appearance of commercial systems such as Siri, SVoice, DARPA, CLASSiC, GSearch etc. Moreover, Spoken Dialogue System is widely believed to be the future direction of software development. In Spoken Dialogue System, users interact to software by using their own voice instead of use their hands, keyboard, and mouse. This paper continuously presents our development of the Spoken Dialogue System on News. Particularly, we propose detailed design such as semantic concepts, semantic frames, slots, and so on for applying Hidden Vector State Model into our Spoken Dialogue System for Spoken Language Understanding.

Dialogue Strategies to Overcome Speech Recognition Errors in Form-Filling Dialogue (양식 채우기 대화에서 음성 인식 오류의 보완을 위한 대화 전략)

  • Kang Sang-Woo;Lee Song-Wook;Seo Jung-Yun
    • Korean Journal of Cognitive Science
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    • v.17 no.2
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    • pp.139-150
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    • 2006
  • Speech recognition errors cause fatal results in a spoken dialogue system. When a system can not determine the speech-act of u utterance due to speech recognition errors, a dialogue system has a difficulty in continuing conversation. In this paper, we propose strategies for sub-dialogue generation by inferring the speech-act of an utterance with patterns of recognition errors on the field of form-filling dialogue. We used the proposed method on a plan-based dialogue model, corrected 27% of incomplete tasks, and acquired overall 89% of task completion rate.

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An Example-Based Natural Language Dialogue System for EPG Information Access (EPG 정보 검색을 위한 예제 기반 자연어 대화 시스템)

  • Kim, Seok-Hwan;Lee, Cheong-Jae;Jung, Sang-Keun;Lee, GaryGeun-Bae
    • Journal of KIISE:Software and Applications
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    • v.34 no.2
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    • pp.123-130
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    • 2007
  • In this paper, we present an example-based natural language dialogue system for Electronic Program Guide Information Access. We introduce an effective and practical dialogue management technique incorporating dialogue examples and situation-based rules. In order to generate cooperative responses to smoothly lead the dialogue with users, our natural language dialogue system consists of natural language understanding, dialogue manager, system utterance generator. and EPG database manager. Each module is designed and implemented to make an effective and practical natural language dialogue system. In particular, in order to reflect the up-to-date EPG information which is updated frequently and periodically, we applied a web-mining technology to the EPG database manager, which builds the content database based on automatically extracted information from popular EPG websites. The automatically generated content database is used by other modules in the system for building their own resources. Evaluations show that our system performs EPG access task in high performance and can be managed with low cost.

Dialogue State Tracking using Circumstance Information to Improve the Accuracy of Task-Oriented Dialogue System in Metaverse (메타버스에서 목적 지향 대화 시스템의 정확도 향상을 위한 상황 정보 활용 대화 상태 추적 기술)

  • Kim, Seungyeon;Bang, Junseong
    • Journal of Broadcast Engineering
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    • v.27 no.5
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    • pp.685-693
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    • 2022
  • The Metaverse is getting popular due to the demands for digital transformation and non-contact communication platforms. A conversation system which facilitates communication is not widely applied yet in Metaverse. In this work, we present a method that revises primitive dialogue state using circumstance information from Metaverse. The presented model that leverages both dialogue and circumstance information consists of a dialogue state tracking module and a circumstance state tracking module. In the model, a dialogue state is updated with an algorithm which compares a dialogue state and a circumstance state. As a conversation that reaffirms user intent is added, a wrong dialogue state can be revised and the accuracy of a conversation system can be improved.

Knowledge-Evolutionary Intelligent Machine Tools - Part 1: Design of Dialogue Module based on Agent Standard Platform in M2M Environment (지식진화형 지능공작기계-Part 1: M2M 환경에서의 Agent 표준 플랫폼 기반 Dialogue Module 설계)

  • Kim Dong-Hoon;Song Jun-Yeob
    • Journal of Institute of Control, Robotics and Systems
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    • v.12 no.6
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    • pp.600-607
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    • 2006
  • For the effective operation of manufacturing system, FMS(Flexible Manufacturing System) and CIM(Computer Integrated Manufacturing) system are developed. In these systems, a machine tool is the target of integration in last 3 decades. In nowadays, the conventional concept of machine tools is changing to the autonomous manufacturing device based on knowledge-evolution through applying advanced information technology in which open architecture controller, high speed network and internet technology are contained. In this environment, a machine tool is not the target of integration but the subject of cooperation. In the future, a machine tool will be more improved in the form of a knowledge-evolution based device. In order to develop the knowledge-evolution based machine tools, this paper proposes the structure of knowledge evolution in M2M(Machine To Machine) and the scheme of a dialogue agent among agent-based modules such as a sensory module, a dialogue module, and an expert system. The dialogue agent has a role of interfacing with another machine for cooperation. To design the dialogue agent module in M2M environment, FIPA-OS and ping agent based on FIPA-OS are analyzed in this study. Through this, it is expected that the dialogue agent module can be more efficiently designed and the knowledge-evolution based machine tools can be hereafter more easily implemented.

A Study in Design and Construction of Structured Documents for Dialogue Corpus (대화형 코퍼스의 설계 및 구조적 문서화에 관한 연구)

  • Kang Chang-Qui;Nam Myung-Woo;Yang Ok-Yul
    • The Journal of the Korea Contents Association
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    • v.4 no.4
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    • pp.1-10
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    • 2004
  • Dialogue speech corpora that contain sufficient dialogue speech features are needed for performance assessment of a spoken language dialogue system. And labeling information of dialogue speech corpora plays an important role for improvement of recognition rate in acoustic and language models. In this paper, we examine the methods by which labeling information of dialogue speech corpora can be structured. More specifically, we examined how to represent features of dialogue speech in a structured document based XML and how to design the repository system of the information.

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Home Network Control System using SMS Dialog Interface (SMS를 통한 홈네트워크 제어 시스템)

  • Chang, Du-Seong;Kim, Hyun-Jeong;Eun, Ji-Hyun;Kang, Seung-Shik;Koo, Myoung-Wan
    • Proceedings of the KSPS conference
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    • 2007.05a
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    • pp.330-333
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    • 2007
  • This paper presents a dialogue interface using the dialogue management system as a method for controlling home appliances in Home Network Services. In order to realize this type of dialogue interface, we annotated 96,000 utterance pair sized dialogue set and developed an example-based dialogue system. This paper introduces the automatic error correction module for the SMS-styled sentence. With this module we increase the accuracy of NLU(Natural Language Understanding) module. Our NLU module shows an accuracy of 86.2%, which is an improvement of 5.25% over than the baseline. The task completeness of the proposed SMS dialogue interface was 82%.

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Design of Dialogue Management System for Home Network Control (홈네트워크 제어를 위한 대화관리시스템 설계)

  • Kim, Hyun-Jeong;Eun, Ji-Hyun;Chang, Du-Seong;Choi, Joon-Ki;Koo, Myung-Wan
    • Proceedings of the KSPS conference
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    • 2006.11a
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    • pp.109-112
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    • 2006
  • This paper presents a dialogue interface using the dialogue management system as a method for controlling home appliances in Home Network Services. In order to realize this type of dialogue interface, we first investigated the user requirements for Home Network Services by analyzing the dialogues entered by users. Based on the analysis, we were able to extract 15 user intentions and 22 semantic components. In our study, example dialogues were collected from WOZ (Wizard-of-OZ) environment to implement a reasoning model for generating meaningful responses for example-based dialogue modeling technique. An overview of the Home Network Control System using proposed dialogue interface will be presented. Lastly, we will show that the Dialogue Management System trained with our collected dialogues behaves properly to achieve its task of controlling Home Network appliances by going through the steps of natural language understanding, response reasoning, response generation.

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An analysis and correction of the phonological and syntactic errors in korean dialogues for a robust dialogue system (견고한 대화시스템을 위한 한국어 대화체의 음운론적, 구문론적 오류 분석 및 복구)

  • 김영길;김한우;최병욱
    • Journal of the Korean Institute of Telematics and Electronics C
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    • v.34C no.5
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    • pp.55-65
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    • 1997
  • In many cases, a dialogue system can't extract the correct analysis information of a user's spoken utterance, because of its own ungrammatical components. Therefore, in order to perform a correct before it performs the syntactic processing. In this paper, we use a real dialogue corpus and classify these ungrammatical errors as 4 categories : phonological, syntactic, semantic errors that consist of speech reparis and inversions, and propose an algorithm to detect and correct the errors. In short, this paper proposes a method to detect and correct the speech repairs and inversions that are classified as the phonological and syntactic errors to implement a robust dialogue system. And, through the test of real dialogue data, this paper shows an efficiency of the proposed algorithm.

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Analysis of Ping Agent based on FIPA-OS and Design of Dialogue Agent Module in M2M Environment (M2M 환경에서 FIPA-OS 를 사용하는 Ping Agent 분석 및 이를 통한 Dialogue Agent 모듈 설계)

  • 김동훈;이승우;임선종;송준엽;고광식
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2004.10a
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    • pp.1202-1206
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    • 2004
  • In the future, a machine-tool will be more improved in the form of a knowledge evolution based device. In order to develop the knowledge evolution based machine-tool, this paper proposes the structure of knowledge evolution and the scheme of a dialogue agent among agent-based modules such as a sensory module, a dialogue module, and an expert system. The dialogue agent has a role of interfacing with another machine for cooperation. To design of the dialogue agent module in M2M(Machine To Machine) environment, FIPA-OS and ping agent based on FIPA-OS are analyzed in this study. Through this, it is expected that the dialogue agent module can be more efficiently designed and the knowledge evolution based machine-tool can be hereafter more easily implemented.

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