DocumentCode :
476405
Title :
Parallel Dual-Accumulator based Mel Frequency Cepstral Coefficient for speech recognition
Author :
Gin-Der Wu ; Ying Lei
Author_Institution :
Dept. of Electr. Eng., Nat. Chi Nan Univ., Puli
fYear :
2008
fDate :
21-22 July 2008
Firstpage :
1
Lastpage :
4
Abstract :
This paper proposed a parallel dual-accumulator (PDA) based Mel frequency cepstral coefficient (MFCC). MFCC is an important feature in speech recognition. To implement this MFCC, we adopt the PDA architecture to reduce the calculation of weighted energy spectrum. In addition, we minimize the look-up table for logarithm operation. Finally, the resource sharing method is adopted into our design. Hence, compared with Wang et al. [5], the proposed architecture can reduce not only the computation cycles but also the chip size.
Keywords :
digital signal processing chips; speech recognition; MFCC; Mel frequency cepstral coefficient; PDA; look-up table; parallel dual-accumulator; resource sharing method; speech recognition; MFCC; look-up table; spectrum; speech recognition;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Intelligent Environments, 2008 IET 4th International Conference on
Conference_Location :
Seattle, WA
ISSN :
0537-9989
Print_ISBN :
978-0-86341-894-5
Type :
conf
Filename :
4629738
Link To Document :
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