DocumentCode :
669588
Title :
The SoC design for voice recognition with adaptive speedy discriminate algorithm
Author :
In Jung Lee
Author_Institution :
Comput. Eng. Part, Hoseo Univ., Asan, South Korea
fYear :
2013
fDate :
20-23 Oct. 2013
Firstpage :
1304
Lastpage :
1307
Abstract :
Smart and emerging technologies require fast processing hardware and software fusion solutions. In this paper we propose SoC design for voice recognition with adaptive speedy discriminate algorithm. In this order a tail of word is discriminated on conditional random fields. In this way the conditional random fields is calculated into speedy conditional random fields(SCRF). On this new fields voice detection algorithm become speedy. The detection algorithm is designed and implemented fully as hardware and the block architecture uses indexed register bank with 1 clock delay output and with minimum latency. The block fits in a Xilinx Vertex5 device requiring 45,110 LUTs. Additionally S3C6410 embedded board with processing ARM-11 was attached to device to further operations. The pointing input device SoC supports the proposed voice recognition will be fabricated.
Keywords :
embedded systems; speech recognition; system-on-chip; LUT; S3C6410 embedded board; SCRF; SoC design; Xilinx Vertex5 device; adaptive speedy discriminate algorithm; hardware fusion; smart technologies; software fusion; speedy conditional random fields; voice detection; voice recognition; Acoustics; Adaptation models; Information filters; Markov processes; Mobile communication; Transfer functions; Embedded board; Pointing input device; SoC; Voice recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Automation and Systems (ICCAS), 2013 13th International Conference on
Conference_Location :
Gwangju
ISSN :
2093-7121
Print_ISBN :
978-89-93215-05-2
Type :
conf
DOI :
10.1109/ICCAS.2013.6704154
Filename :
6704154
Link To Document :
بازگشت