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A prosody-based approach to end-of-utterance detection that does not require speech recognition

A prosody-based approach to end-of-utterance detection that ...

引用

international conference on Acoustics, Speech, and Signal processing (ICASSP)

作者： L. Ferrer E. Shriberg A. Stolcke Speech Technology and Research Laboratory SRI International Inc. Menlo Park CA USA

In previous work we showed that state-of-the-art end-of-utterance detection (as used, for example, in dialog systems) can be improved significantly by making use of prosodic and/or language models that predict utterance endpoints, based on word and alignment output from a speech recognizer. However, using a recognizer in endpointing might not be practical in certain applications. We demonstrate that the improvements due to the prosodic knowledge can be realized largely without alignment information, i.e., without requiring a speech recognizer. A prosodic end-of-utterance detector using only speech/nonspeech detection output is still considerably more accurate and has lower latency than a baseline system based on pause-length thresholding.

关键词： Speech recognition Detectors Decision trees Laboratories natural languages Predictive models Delay Man machine systems Detection algorithms Yield estimation

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Speeding up fuzzy clustering with neural network techniques

Speeding up fuzzy clustering with neural network techniques

引用

IEEE international conference on Fuzzy Systems (FUZZ-IEEE)

作者： C. Borgelt R. Kruse Research Group Neural Networks and Fuzzy Systems Department of Knowledge Processing and Language Engineering School of Computer Science Otto-von-Guericke University of Magdeburg Germany

We explore how techniques that were developed to improve the training process of artificial neural networks can be used to speed up fuzzy clustering. The basic idea of our approach is to regard the difference between two consecutive steps of the alternating optimization scheme of fuzzy clustering as providing a gradient, which may be modified in the same way as the gradient of neural network back-propagation is modified in order to improve training. Our experimental results show that some methods actually lead to a considerable acceleration of the clustering process.

关键词： Fuzzy neural networks Neural networks Artificial neural networks Backpropagation Fuzzy systems knowledge engineering Computer science Electronic mail Acceleration Multilayer perceptrons

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COMPRESSION OF BOOLEAN INVERTED FILES BY DOCUMENT ORDERING

COMPRESSION OF BOOLEAN INVERTED FILES BY DOCUMENT ORDERING

引用

2003 international conference on natural language processing and knowledge engineering

作者： Alexander Gelbukh SangYong Han Grigori Sidorov Computing Research Center National Polytechnic InstituteAv.Juan Dios BatizZacatenco07738DFMexico Department of Computer Science and Engineering Chung-Ang University221 Huksuk-DongDongJak-KuSeoul156-756Korea

＜正＞Boolean queries are used to search a document collection for the documents that contain specific terms, independently of the frequency of a term in the *** perform such queries,a search engine maintains an inverted file,which lists for each keyword the documents containing *** size of such a file is comparable with that of the document collection, which is a considerable storage *** show how the inverted file can be compressed by ordering the documents in the collection in a specific *** the near-optimal order can be recast as a Hamming-distance traveling salesman problem.

关键词： Information Retrieval Boolean Search Inverted File Size Traveling Salesman Problem

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An Intellectual Placement of Chinese Phonetic Symbols on the Keyboard of Mobile Phones

An Intellectual Placement of Chinese Phonetic Symbols on the...

引用

2003 international conference on natural language processing and knowledge engineering

作者： Chin-Chen Chang Kai-Jung Shih Iuon-Chang Lin Department of Computer Science and Information Engineering Chung Cheng University

With the continuing development of mobile telecommunications,a mobile phone usually contains multiple functions and features,such as e-mail sending capabilities,text messaging,notebooks, electronic dictionaries,and so *** paper is concerned with the placement of Chinese phonetic symbols for an intellectual Chinese phonetic symbol input system in mobile phones.A good placement of Chinese phonetic symbols can efficiently reduce the typing time when Chinese characters are entered. Applying the genetic algorithm,we can easily find the appropriate placement of phonetic symbols on the keypads of mobile *** the experimental results show,our method is not only substantially better than the traditional Chinese phonetic symbol input system but is also better than the general placement of phonetic symbols used in an intellectual Chinese phonetic symbol input system.

关键词： Chinese input system Chinese phonetic symbols genetic algorithm mobile phone

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Speaker and text independent language identification using predictive error histogram vectors

Speaker and text independent language identification using p...

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international conference on Acoustics, Speech, and Signal processing (ICASSP)

作者： Qian-Rong Gu T. Shibata Department of Electronic Engineering University of Tokyo Japan Department of Frontier Infomatics School of Frontier Science University of Tokyo Japan

A predictive vector quantization (Gray, M., 1984; Jain, A.K. et al., 2000) based speaker and text independent language identification system is proposed, which uses the statistical distribution of predictive error vectors to recognize the language spoken by native speakers. According to Stan C. Kwasny et al. (see Proc. 5th Midwest Artificial Intelligence and Cognitive Science Soc. Conf., p.53-7, 1993), most high level features of speech, such as tone of voice, rhythm, style, pace, accent, etc., appear to be related to distributional patterns or statistical aggregates of speech waveforms. We further develop the method used by Qian-Rong Gu and Tadashi Shibata (6th World Multiconference on Systemics, Cybernetics and Informatics - SCI2002, 2002) to extract these statistical distributional patterns directly from raw speech waveforms and then use them to identify language. The system has been trained and. tested by speech from English and Japanese native speakers. A best identification ratio of 76.8% can be achieved by our system.

关键词： natural languages Histograms Speech Vector quantization Statistical distributions Text recognition Artificial intelligence Cognitive science Rhythm Aggregates

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Researches on the emotion measurement system

Researches on the emotion measurement system

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IEEE international conference on Systems, Man and Cybernetics

作者： Fuji Ren K. Matsumoto S. Mitsuyoshi S. Kuroiwa Gai Lin Faculty of Engineering University of Tokushima Tokushima Japan Research Division Advanced Generation Interface슠Japan슠Inc Tokyo Japan

In the near future, it will be necessary for the senior citizens to nurse the other senior citizens because of declining population of children and increasing a new type of family. We have been developing welfare robots which can support lives of the senior citizens and have sensibility to lighten the burden imposed on nursing. The measurement of emotions from the usual conversation is considered to be one of its basic researches. In this paper, we are going to propose the algorithm of the emotion measurement and the prototype system based on this algorithm, and we are also going to discuss its validity.

关键词： Robot sensing systems Humans Chapters Robotics and automation Senior citizens natural language processing Medical services natural languages Virtual prototyping Information processing

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ECONOMY IS A TRANSPORTATIONDEVICE:CONTRASTIVE REPRESENTATION OF SOURCE DOMAIN knowledge IN ENGLISH AND CHINESE

ECONOMY IS A TRANSPORTATIONDEVICE:CONTRASTIVE REPRESENTATION...

引用

2003 international conference on natural language processing and knowledge engineering

作者： Siaw Fong Chung Chu-Ren Huang Kathleen Ahrens Graduate Institute of Linguistics National Taiwan University No.1Section 4Roosevelt RoadTaipeiTaiwan China 106 Academic Sinica No.128 Sec.2Academia RoadNangangTaipeiTaiwan China 115

This'paper offers a preliminary study of how knowledge may be represented differently in different *** particular,we account for the contrast between English and Chinese when identical target domain knowledge is represented with two different, yet related,source domains in each *** incorporate corpora analysis in English and Chinese with SUMO to delimit the source domains identified using the Conceptual Mapping Model(Ahrens,2002). In particular,this paper investigates economy metaphors with the source domains of AEROPLANE and MOVING *** two source domains are found in Chinese and English ***, we ask the question whether these source domains should be conflated under a general source domain such as TransportationDevice or should they form independent source *** study addresses this issue by using the SUMO ontology as well as the Mapping Principles found in the corpora analysis. Our studies contribute to automatizing the source-target domain mappings in conceptual metaphors.

关键词： Weighting algorithm Variance Text categorization

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Equuleus: presentation from legacy documents

Equuleus: presentation from legacy documents

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international conference on Tools for Artificial Intelligence (ICTAI)

作者： S.W. McRoy S.S. Ali N. Nalamlieng Natural Language and Knowledge Representation Research Group Department of Electrical Engineering and Computer Sciences University of Wisconsin Milwaukee USA

We are investigating computational models for human-computer interaction based on a uniform, declarative, knowledge representation. We describe a new implementation of our work called Equuleus, a system for interactive, adaptive, document presentation. Equuleus achieves this by using annotated descriptions of a document to be presented and a planner to plan the document's presentation. All presentation occurs as a result of planning and re-planning presentation goals.

关键词： Artificial intelligence

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A knowledge-BASED SUPPLIER LOCATION SYSTEM IN E-COMMERCE ORDER REAL-TIME processing

A KNOWLEDGE-BASED SUPPLIER LOCATION SYSTEM IN E-COMMERCE ORD...

引用

The Fourth international conference on Systems Science and Systems engineering(ICSSSE’03)

作者： Wang Xuyin Institute of Systems engineering, Dalian University of Technology, Dalian 116023, P.R.China Hu Xiangpei Institute of Systems engineering, Dalian University of Technology, Dalian 116023, P.R. China Wang Xuping School of Management of Dalian university of Technology, Dalian 116023, P.R. China

Supplier location is a key problem of e-Commerce order *** is defined as how to locate suppliers during confirming the logistics distribution scheme of e-Commerce order according to customers' order information and logistics distribution information that are from e-Commerce *** the theories of Artificial Intelligence and knowledge engineering,a knowledge-based supplier location system is developed in this *** of all,based on the detailed analysis of supplier location,a knowledge-based tree-like representation for supplier location is ***,the processing principle of the supplier location system is proposed and a knowledge-based system structure is put ***,a flow of the knowledge-based supplier location system in e-Commerce order processing is designed and the system is realized in a *** is very beneficial to solve the problems of the real-time processing of e-Commerce orders and to carry out the real-time control of logistics distribution under e-Commerce circumstance.

关键词： supplier location order processing knowledge representation e-Commerce

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The research and design of a KQML-speaking and CORBA-based intelligent multi-agent system

The research and design of a KQML-speaking and CORBA-based i...

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international conference on Machine Learning and Cybernetics (ICMLC)

作者： Xiao-Jun Wu Xing-She Zhou Jin-Hua Sun Zhi-Wen Yu Department of Computer Science and Engineering Northwestern Polytechnical University Xi'an Shaanxi China State Key Laboratory of Integrated Service Networks Xidian University Xi'an Shaanxi China

ISBN: (纸本)0780378652

This paper presents the research and design of a KQML(knowledge query and manipulation language) speaking and CORBA-based intelligent multi-agent system (MAS). The MAS uses KQML as the agent communication language (ACL) and uses the CORBA event service and CORBA object trading service to implement the communication and facilitation mechanisms of the MAS. The functionality of the intelligent MAS is demonstrated with the UCAV (uninhabited combat aerial vehicle) operator control sharing application.

关键词： Multiagent systems Intelligent systems natural languages Intelligent agent Collaboration Computer science Intserv networks Intelligent vehicles Communication system control Application software

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