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