Some background on dialogue management and conversational speech for dialogue systems

Yorick Wilks; Roberta Catizone; Simon Worgan; Markku Turunen

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Some background on dialogue management and conversational speech for dialogue systems

機(jī)譯：對話系統(tǒng)對話管理和對話語音的一些背景

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This special issue of the Journal is concerned with speech and language processing issues in the overall environment of end-to-end dialogue systems, and in particular with the sorts of techniques deployed in the COMPANIONS project which most of the contributors to this issue are associated in one way or another. The aim of the COMPANIONS project was to produce multimodal dialogue agent demonstrators within four years, and the papers in this volume that originate in that project are, in effect, two year prototypes, submitted to evaluations but designed principally as platforms (separately or by a new fusion of components) for further research on the deployment of emotion modelling and of machine learning (ML) techniques of a variety of forms. As will be described, there is already some reportable ML activity in these two-year prototypes.

機(jī)譯：《期刊》的這一期特刊涉及端到端對話系統(tǒng)整體環(huán)境中的語音和語言處理問題，尤其是與COMPANIONS項目中部署的各種技術(shù)有關(guān)，該技術(shù)與該問題的大多數(shù)貢獻(xiàn)者都息息相關(guān)。以這種或那種方式。 COMPANIONS項目的目的是在四年內(nèi)制作多模式對話代理演示者，該卷中的論文實際上是兩年的原型??，已提交評估，但主要設(shè)計為平臺（單獨(dú)或由第三方設(shè)計）組件的新融合），以進(jìn)一步研究情感建模和各種形式的機(jī)器學(xué)習(xí)（ML）技術(shù)的部署。如將要描述的那樣，在這兩年的原型??中已經(jīng)有一些可報告的ML活動。

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來源
《Computer speech and language》 |2011年第2期|p.128-139|共12頁
作者
Yorick Wilks; Roberta Catizone; Simon Worgan; Markku Turunen;
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作者單位

Oxford Internet Institute, University of Oxford, Oxford, UK;

Computer Science Department, University of Sheffield, 211 Portobello Street, Sheffield S1 4DP, UK;

Computer Science Department, University of Sheffield, 211 Portobello Street, Sheffield S1 4DP, UK;

University of Tampere, Tampere, Finland;

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收錄信息美國《科學(xué)引文索引》(SCI);美國《工程索引》(EI);
原文格式 PDF
正文語種 eng
中圖分類
關(guān)鍵詞
dialogue systems; human-computer interaction; dialogue management; dialogue architectures; emotion detection;

機(jī)譯：對話系統(tǒng);人機(jī)交互;對話管理;對話架構(gòu);情緒檢測;

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2. Dialogue on Dialogues -- Multidisciplinary Evaluation of Advanced Speech-Based Interactive Systems: A Report on the Interspeech 2006 Satellite Event [J] . James A. Larson, Kristiina Jokinen, Michael McTear AI magazine . 2007,第2期

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3. Dialogue on Dialogues-Multidisci-plinary Evaluation of Advanced Speech-Based Interactive Systems: A Report on the Interspeech 2006 Satellite Event [J] . Kristiina Jokinen, Michael McTear, James A. Larson AI Magazine . 2007,第2期

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4. Speech Understanding, Dialogue Management and Response Generation in Corpus-Based Spoken Dialogue System [C] . Keita HAYASHI, Yuki IRIE, Yukiko YAMAGUCHI, International Conference on Spoken Language Processing; 20041004-08; Jeju(KR) . 2004

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5. Dialogue systems as conversational partners: Applying conversation acts theory to natural language generation for task-oriented mixed-initiative spoken dialogue. [D] . Stent, Amanda Joy. 2001

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6. Conversational ontology operator: patient-centric vaccine dialogue management engine for spoken conversational agents [O] . Muhammad Amith, Rebecca Z. Lin, Licong Cui, 2020

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7. A RERANKING APPROACH FOR RECOGNITION AND CLASSIFICATION OF SPEECH INPUT IN CONVERSATIONAL DIALOGUE SYSTEMS [O] . Fabrizio Morbini, Kartik Audhkhasi, Ron Artstein, 2013

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Some background on dialogue management and conversational speech for dialogue systems

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