Speaker-independent Mandarin polysyllabic word recognition

Hung Yuan Chang, Berlin Chen, Chia shyan Chou, Chi Min Liu

研究成果: 會議貢獻類型

1 引文 斯高帕斯(Scopus)

摘要

In this paper, we consider the design of speaker-independent Mandarin polysyllabic word recognition system from two viewpoints: the phonetical modeling and the recognition speeds. For phonetical modeling, we consider the accurate acoustic models that can increase the recognition rate. This paper experiments three phonetical models: context-independent INITIALs, right-context-dependent null-INITIALs models, and right-context-dependent INITIALs and null-INITIALs models. The recognition results show respectively an average recognition rate 99.1%, 93.7% and 83.6% for 500-words, 5000-words, and 25000-words tasks. While for top 3 words, the average rates 99.8%, 98.5% and 95.2% are achieved. On the basis of the recognition results, we consider the fast computing algorithms to increase computing speeds. Since that the tree-trellis search algorithm can retain the recognition rate of system and has the potential to greatly reduce the search time, this paper adopts the search algorithm as the basic framework and investigates some implementation techniques. The results show that the tree-trellis algorithm can provide a search time slightly dependent with word size.

原文英語
頁面329-332
頁數4
出版狀態已發佈 - 1996 十二月 1
事件Proceedings of the 1996 4th International Symposium on Signal Processing and its Applications, ISSPA'96. Part 2 (of 2) - Gold Coast, Aust
持續時間: 1996 八月 251996 八月 30

其他

其他Proceedings of the 1996 4th International Symposium on Signal Processing and its Applications, ISSPA'96. Part 2 (of 2)
城市Gold Coast, Aust
期間96/8/2596/8/30

ASJC Scopus subject areas

  • Signal Processing

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  • 引用此

    Chang, H. Y., Chen, B., Chou, C. S., & Liu, C. M. (1996). Speaker-independent Mandarin polysyllabic word recognition. 329-332. 論文發表於 Proceedings of the 1996 4th International Symposium on Signal Processing and its Applications, ISSPA'96. Part 2 (of 2), Gold Coast, Aust, .