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
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;
Conference_Titel :
Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-3555-4
DOI :
10.1109/ICSLP.1996.607262