DocumentCode :
3023018
Title :
Realization of speech processing and recognition system based on digital signal processor
Author :
Wei Yanna ; Jin Yongtao ; Qian Wenguang
Author_Institution :
Dept. of Comput. Sci. & Eng., North China Inst. of Aerosp. Eng., Langfang, China
fYear :
2013
fDate :
20-22 Dec. 2013
Firstpage :
1087
Lastpage :
1090
Abstract :
16-bit fixed-point high-speed chip TMS320VC5402 and audio interface chip TLV320AIC10 are adopted in this paper, by which collecting, filtering and compressing data are processed. Final data are put into computer through serial port and received by MATLAB to complete playback, coding, recognition and simulation. Floating-point operation is realized on fixed-point digital signal processor, which has higher precision in calculation and wider signal processing dynamic range comparing with fixed-point realization. The experimental results show that rate of continuous word speech recognition is more than 92%. The new system has advantage of small size, low cost and high scalability, which can be applied to many specific occasions, such as the speech controlling toys and access control system.
Keywords :
audio coding; data compression; digital signal processing chips; fixed point arithmetic; floating point arithmetic; speech coding; speech recognition; TLV320AIC10 audio interface chip; TMS320VC5402 chip; data compression; fixed-point digital signal processor; floating-point operation; serial port; speech coding; speech processing; speech recognition system; word speech recognition; Digital signal processing; MATLAB; Mathematical model; Ports (Computers); Speech; Speech processing; Speech recognition; TLV320AIC10; TMS320VC5402; speech processing; speech recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronic Sciences, Electric Engineering and Computer (MEC), Proceedings 2013 International Conference on
Conference_Location :
Shengyang
Print_ISBN :
978-1-4799-2564-3
Type :
conf
DOI :
10.1109/MEC.2013.6885224
Filename :
6885224
Link To Document :
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