Title :
A real-time speech recognition system based on the Implementation of FPGA
Author :
Zhang, Ge ; Yin, Jinghua ; Liu, Qian ; Yang, Chao
Author_Institution :
Sch. of Appl. Sci., Harbin Univ. of Sci. & Technol., Harbin, China
Abstract :
The application of embedded speech recognition system was mainly implemented on human computer interaction, interactive voice response system, military etc. The design scheme of embedded speech recognition system was implemented to base on the Cyclone II-EP2C35F672C6 of field-programmable gate array (FPGA) and the soft-core processor of NIOS-II. A real-time speech recognition engine which combined the implementation of hardware with the implementation of software was implemented to take as an input the time domain signal from a microphone and perform the frequency domain feature extraction on the sample to identify the word being spoken on the FPGA. It was about 17 times faster than the implementation of C program. A higher ratio of speech recognition was reached by the method of developing software and hardware on the FPGA.
Keywords :
embedded systems; field programmable gate arrays; human computer interaction; microphones; speech recognition; C program; Cyclone II-EP2C35F672C6; FPGA; NIOS-II; design scheme; embedded speech recognition system; field programmable gate array; frequency domain feature extraction; human computer interaction; interactive voice response system; microphone; real time speech recognition engine; soft core processor; time domain signal; Acoustics; Field programmable gate arrays; Hardware; IEEE Lasers and Electro-Optics Society; Noise; Phase locked loops; Speech recognition; Altera IP core; FPGA; Nios-II; real-time speech recognition;
Conference_Titel :
Cross Strait Quad-Regional Radio Science and Wireless Technology Conference (CSQRWC), 2011
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-9792-8
DOI :
10.1109/CSQRWC.2011.6037220