DocumentCode :
2112987
Title :
The SOPC implementation of a keyword spotting algorithm based on biomimetic pattern recognition
Author :
Zhang, Xinyi ; Yu, Xiaopeng
Author_Institution :
Sch. of Inf. Eng., WuYi Univ., Jiangmen, China
fYear :
2012
fDate :
21-23 April 2012
Firstpage :
2201
Lastpage :
2205
Abstract :
A keyword spotting algorithm based on biomimetic pattern recognition is proposed in this paper, including the modeling algorithm and the recognition algoithm. Then the SOPC implementation of the algorithm is given using software and hardware co-design mothodology. The design of two hardware acceleration units are discussed in detail in this paper as well as their contribution to system performance in term of speed. Practical test indicates that this design fully makes use of the characteristic of FPGA and the algorithm proposed, enabling the keyword spotting system implemented to run fast and in real time.
Keywords :
biomimetics; field programmable gate arrays; hardware-software codesign; speech recognition; system-on-chip; FPGA; SOPC; biomimetic pattern recognition; hardware acceleration unit; keyword spotting algorithm; modeling algorithm; software-hardware codesign; system on programmable chip; Acceleration; Algorithm design and analysis; Hardware; Software; Software algorithms; Speech recognition; Biomimetic Pattern Recognition; Hardware Acceleration; Keyword Spotting; Software and Hardware Co-design;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2012 2nd International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4577-1414-6
Type :
conf
DOI :
10.1109/CECNet.2012.6201488
Filename :
6201488
Link To Document :
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