Robustness and Portability Issues in Multilingual Speech Processing

Wolfgang Minker

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Robustness and Portability Issues in Multilingual Speech Processing

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摘要

In this article, we discuss robustness and portability issues for parsing components in interactive speech systems. The robustness is obtained by choosing an appropriate grammar formalism. It should be well adapted to spontaneous speech effects, which are frequent in these application domains. Portability, on the other hand, can be achieved by choosing a flexible grammar implementation. We illustrate both issues by describing a stochastic parsing component implemented and evaluated for spoken language translation and information retrieval applications.

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来源
《Machine translation》 |2001年第2期|109-126|共18页
作者
Wolfgang Minker;
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作者单位

DaimlerChrysler AG, Research and Technology, Wilhelm-Runge-StraBe 11, 89081 Ulm, Germany;

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收录信息美国《工程索引》(EI);
原文格式 PDF
正文语种英语
中图分类自动化技术、计算机技术;
关键词
case grammar; Hidden Markov Model; human-computer interaction; human-to-human communication; information retrieval; rule based method; spoken language translation; stochastic method;

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Robustness and Portability Issues in Multilingual Speech Processing

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