发明授权
- 专利标题: Grammar fragment acquisition using syntactic and semantic clustering
- 专利标题(中): 使用语法和语义聚类的语法片段获取
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申请号: US09217635申请日: 1998-12-21
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公开(公告)号: US06173261B2公开(公告)日: 2001-01-09
- 发明人: Kazuhiro Arai , Allen Louis Gorin , Giuseppe Riccardi , Jeremy Huntley Wright
- 申请人: Kazuhiro Arai , Allen Louis Gorin , Giuseppe Riccardi , Jeremy Huntley Wright
- 主分类号: G10L1500
- IPC分类号: G10L1500
摘要:
A method and apparatus are provided for automatically acquiring grammar fragments for recognizing and understanding fluently spoken language. Grammar fragments representing a set of syntactically and semantically similar phrases may be generated using three probability distributions: of succeeding words, of preceding words, and of associated call-types. The similarity between phrases may be measured by applying Kullback-Leibler distance to these three probability distributions. Phrases being close in all three distances may be clustered into a grammar fragment.