DocumentCode :
2839061
Title :
Chinese-English mixed-lingual keyword spotting
Author :
You, Shan-Ruei ; Chien, Shih-Chieh ; Hsu, Chih-Hsing ; Chen, Ke-Shiu ; Tu, Jia-Jang ; Lin, Jeng Shien ; Chang, Sen-Chia
Author_Institution :
Comput. & Commun. Res. Labs., Ind. Technol. Res. Inst., Hsinchu, Taiwan
fYear :
2004
fDate :
15-18 Dec. 2004
Firstpage :
237
Lastpage :
240
Abstract :
Base on our former experience in the "ITRI 104 Auto Attendant System" of using keyword spotting for Mandarin speech recognition (W.-C. Shieh et al., CCL Technical Journal, vol. 96), a Chinese-English mixed-lingual keyword spotting system, which caters for the Taiwanese speaking style, is presented. Detailed descriptions and discussions for developing the mixed-lingual auto attendant system are included, especially for solving different scoring scales in the decoding phase and the re-scoring phase for the two languages. In the decoding phase, we propose a bias-compensation method to make up the score-gap in the likelihood calculation of using Chinese and English acoustic models. To select the most probable result from the recognized hypotheses, a method is also presented of normalizing the combination scores when using different scoring mechanisms in the re-scoring phase.
Keywords :
decoding; natural language interfaces; speech recognition; Chinese-English mixed-lingual keyword spotting; Mandarin speech recognition; Taiwanese speaking style; acoustic models; bias-compensation method; decoding phase; mixed-lingual auto attendant system; rescoring phase; scoring scales; Context modeling; Databases; Decoding; Dynamic range; Hidden Markov models; Natural languages; Speech recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Chinese Spoken Language Processing, 2004 International Symposium on
Print_ISBN :
0-7803-8678-7
Type :
conf
DOI :
10.1109/CHINSL.2004.1409630
Filename :
1409630
Link To Document :
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