Subword-based position specific posterior lattices (S-PSPL) for indexing speech information

Yi Cheng Pan, Hung Lin Chang, Berlin Chen, Lin Shan Lee

研究成果: 書貢獻/報告類型會議貢獻

9 引文 斯高帕斯(Scopus)

摘要

Position Specific Posterior Lattices (PSPL) have been recently proposed as very powerful, compact structures for indexing speech. In this paper, we take PSPL one step further to Subword-based Position Specific Posterior Lattices (S-PSPL). As with PSPL, we include posterior probabilities and proximity information, but we base this information on subword units rather than words. The advantages of S-PSPL over PSPL mainly come from rare and/or OOV words, which may be included in S-PSPL but generally are not in PSPL. Experiments on Mandarin Chinese broadcast news showed significant improvements from S-PSPL as compared to PSPL. Such advantages are believed to be language independent.

原文英語
主出版物標題International Speech Communication Association - 8th Annual Conference of the International Speech Communication Association, Interspeech 2007
頁面1597-1600
頁數4
出版狀態已發佈 - 2007 十二月 1
事件8th Annual Conference of the International Speech Communication Association, Interspeech 2007 - Antwerp, 比利时
持續時間: 2007 八月 272007 八月 31

出版系列

名字International Speech Communication Association - 8th Annual Conference of the International Speech Communication Association, Interspeech 2007
3

其他

其他8th Annual Conference of the International Speech Communication Association, Interspeech 2007
國家比利时
城市Antwerp
期間07/8/2707/8/31

ASJC Scopus subject areas

  • Computer Science Applications
  • Software
  • Modelling and Simulation
  • Linguistics and Language
  • Communication

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  • 引用此

    Pan, Y. C., Chang, H. L., Chen, B., & Lee, L. S. (2007). Subword-based position specific posterior lattices (S-PSPL) for indexing speech information. 於 International Speech Communication Association - 8th Annual Conference of the International Speech Communication Association, Interspeech 2007 (頁 1597-1600). (International Speech Communication Association - 8th Annual Conference of the International Speech Communication Association, Interspeech 2007; 卷 3).