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A Design of Mandarin Speech Recognition System for Addresses in Taiwan

A Mandarin speech recognition system for addresses in Taiwan, based on end-point detection, MFCC and HMM, is proposed and implemented in this thesis. It includes both phrase and monosyllable recognition tasks. For the phrase recognition part, we select the initial candidates before the final recognition stage to tremendously reduce the computational time. On the other side, for the monosyllable recognition part, we further refine the recognition details to improve the correct rate under easily confused circumstances. The final system can achieve 85% correct identification rate, and the address recognition can be completed within 2 seconds in the laboratory environment for speaker-dependent case.

Identiferoai:union.ndltd.org:NSYSU/oai:NSYSU:etd-0831105-013335
Date31 August 2005
CreatorsCheng, Chi-Feng
ContributorsChii-Maw Uang, Tsung Lee, Chih-Chien Chen
PublisherNSYSU
Source SetsNSYSU Electronic Thesis and Dissertation Archive
LanguageCholon
Detected LanguageEnglish
Typetext
Formatapplication/pdf
Sourcehttp://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0831105-013335
Rightsnot_available, Copyright information available at source archive

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