DocumentCode
2263478
Title
Modeling context-dependent phonetic units in a continuous speech recognition system for Mandarin Chinese
Author
Wu, Jim Jian-Xiong ; Deng, Li ; Chan, Jacky
Author_Institution
Nortel Technol., Verdun, Que., Canada
Volume
4
fYear
1996
fDate
3-6 Oct 1996
Firstpage
2281
Abstract
Studies the problem of phonetic modeling for continuous Mandarin speech recognition by providing a systematic performance comparison for systems based on following primitive speech units: syllables, demi-syllables (initial and final), context-independent phones, left-or-right context-dependent phones (diphones) and left-and-right context-dependent phones (triphones). In our speaker-dependent continuous speech recognition experiments, a generalized triphone system has achieved the best performance of all. Our best system is in contrast to most other Mandarin speech recognition systems, which have been based on demi-syllable units
Keywords
linguistics; natural languages; software performance evaluation; speech recognition; Mandarin Chinese speech recognition; context-dependent phonetic units; context-independent phones; demi-syllables; diphones; primitive speech units; speaker-dependent continuous speech recognition; systematic performance comparison; triphones; Acoustical engineering; Business; Character recognition; Context modeling; Hidden Markov models; Natural languages; Performance evaluation; Speech recognition; Training data; Underwater acoustics;
fLanguage
English
Publisher
ieee
Conference_Titel
Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on
Conference_Location
Philadelphia, PA
Print_ISBN
0-7803-3555-4
Type
conf
DOI
10.1109/ICSLP.1996.607262
Filename
607262
Link To Document