Verbmobil : foundations of speech-to-speech translation

Wolfgang Wahlster (ed.)

Verbmobil is the result of eight years of intensive research in a large speech-to-speech translation project, executed by a consortium comprising nineteen academic and four industrial partners. The system that was developed by more than 100 researchers and engineers handles dialogs in three business-oriented domains, with translation between three languages: German, English, and Japanese. Verbmobil deals with spontaneous speech, which includes realistic repair phenomena, and uses deep semantic analysis to recognize a speaker's slips and to translate what he tried to say rather than what he actually said. - This book gives the first comprehensive overview of the results of this unique and seminal project in human language technology. Contributions by leading scientists in speech and language technology look at the component technologies that make Verbmobil the most advanced speech-to-speech translation system worldwide and a landmark project in the history of natural language processing.

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  • Mobile Speech-to-Speech Translation of Spontaneous Dialogs: An Overview of the Final Verbmobil System.- Facts and Figures about the Verbmobil Project.- Multilingual Speech Recognition.- Robust Recognition of Spontaneous Speech.- Fast Search for Large Vocabulary Speech Recognition.- Capturing Long Range Correlations Using Log-Linear Language Models.- Data Driven Generation of Pronunciation Dictionaries.- The Prosody Module.- The Recognition of Emotion.- Processing Self-Corrections in a Speech-to-Speech System.- Integrated Shallow Linguistic Processing.- Probabilistic LR-Parsing with Symbolic Postprocessing.- Robust Chunk Parsing for Spontaneous Speech.- Verbmobil Interface Terms (VITs).- Semantic Construction.- Deep Linguistic Analysis with HPSG.- HPSG Analysis of German.- HPSG Analysis of English.- HPSG Analysis of Japanese.- Efficient and Robust Parsing of Word Hypotheses Graphs.- Speech Lexica and Consistent Multilingual Vocabularies.- Combining Analyses from Various Parsers.- Robust Semantic Processing of Spoken Language.- Discourse and Dialog Semantics for Translation.- Multilingual Semantic Databases.- Semantic-Based Transfer.- Statistical Methods for Machine Translation.- Adapting a Large Scale MT System for Spoken Language.- Example-Based Incremental Synchronous Interpretation.- Example-Based Machine Translation with Templates.- Robust Content Extraction for Translation and Dialog Processing.- Modeling Negotiation Dialogs.- Dialog Processing.- Contextual Disambiguation.- The Verbmobil Generation Component VM-GECO.- The Application of HPSG-to-TAG Compilation Techniques.- Generating Multilingual Dialog Summaries and Minutes.- Speech Synthesis Using Multilevel Selection and Concatenation of Units from Large Speech Corpora.- Verbmobil Data Collection and Annotation.- The Tubingen Treebanks for Spoken German, English, and Japanese.- Multilingual Verbmobil-Dialogs: Experiments, Data Collection and Data Analysis.- Speech Recognition Performance Assessment.- Speech Synthesis Quality Assessment.- From Off-line Evaluation to On-line Selection.- Functional Validation of a Machine Interpretation System: Verbmobil.- Verbmobil From a Software Engineering Point of View: System Design and Software Integration.- From a Stationary Prototype to Telephone Translation Services.- List of Contributors.

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書名 Verbmobil : foundations of speech-to-speech translation
著作者等 Wahlster, Wolfgang
シリーズ名 Artificial intelligence
出版元 Springer-Verlag
刊行年月 c2000
ページ数 xii, 677 p.
大きさ 24 cm
ISBN 3540677836
NCID BA48616350
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言語 英語
出版国 ドイツ