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