DocumentCode :
255622
Title :
An improved algorithm for efficient computation of MFCC
Author :
Lulla, N. ; Purohit, N.
Author_Institution :
Indian Inst. of Inf. Technol., Electron. & Commun. Eng., Allahabad, India
fYear :
2014
fDate :
11-13 Dec. 2014
Firstpage :
1
Lastpage :
4
Abstract :
Mel Frequency Cepstral Coefficients (MFCC) computation is required to be done in many speech recognition algorithms. This paper proposes an efficient scheme for MFCC computation. It exploits the triangular structure of the frequency response function of the MFCC filters. The proposed scheme is showing better results in terms of memory requirements and latency. However, slight degradation in recognition accuracy is also observed.
Keywords :
frequency response; speech recognition; MFCC; Mel frequency cepstral coefficients; frequency response function; speech recognition algorithms; triangular structure; Accuracy; Filter banks; Mel frequency cepstral coefficient; Memory management; Read only memory; Speech recognition; Standards; MFCC; Mel Filtering; Mel Frequency; Speech Recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
India Conference (INDICON), 2014 Annual IEEE
Conference_Location :
Pune
Print_ISBN :
978-1-4799-5362-2
Type :
conf
DOI :
10.1109/INDICON.2014.7030559
Filename :
7030559
Link To Document :
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