Mel Frequency Cepstral Coefficient (MFCC) extraction for speaker identification on FPGA

Organized by School of Mechatronic Engineering (UniMAP) & co-organized by The Institution of Engineering Malaysia (IEM), 11th - 13th October 2009 at Batu Feringhi, Penang, Malaysia.

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Bibliographic Details
Main Authors:	Phak Len, Eh Kan, Rafikha Aliana, Raof, Ahmad Nasir, Che Rosli, Razaidi, Hussin
Other Authors:	phaklen@unimap.edu.my
Format:	Working Paper
Language:	English
Published:	Universiti Malaysia Perlis 2009
Subjects:	Speech recognition Speech processing systems Automatic speech recognition Pattern perception Speaker recognition Speech processing
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/7326
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-7326
record_format	dspace
spelling	my.unimap-73262009-11-18T03:06:54Z Mel Frequency Cepstral Coefficient (MFCC) extraction for speaker identification on FPGA Phak Len, Eh Kan Rafikha Aliana, Raof Ahmad Nasir, Che Rosli Razaidi, Hussin phaklen@unimap.edu.my Speech recognition Speech processing systems Automatic speech recognition Pattern perception Speaker recognition Speech processing Organized by School of Mechatronic Engineering (UniMAP) & co-organized by The Institution of Engineering Malaysia (IEM), 11th - 13th October 2009 at Batu Feringhi, Penang, Malaysia. Feature extraction of speech is one of the most important issues in the field of speech recognition and representative of the speech. Mel Frequency Cepstral Coefficient (MFCC) is one the most important features required among various kinds of speech application. In this paper, FPGA-based for speech features extraction MFCC algorithm is proposed. The complexities of computational as well as requirement of memory usage are characterized, analyzed, and improved enormously. Look-up table scheme is used to deal with the elementary function value in the MFCC algorithm and fixed-point arithmetic is implemented to reduce the cost under accuracy study. The final feature extraction design is implemented effectively into the FPGA-Xilinx Virtex2 XC2V6000 FF1157-4 platform. 2009-11-18T03:06:54Z 2009-11-18T03:06:54Z 2009-10-11 Working Paper p.4A6 1 - 4A6 5 http://hdl.handle.net/123456789/7326 en Proceedings of the International Conference on Man-Machine Systems (ICoMMS 2009) Universiti Malaysia Perlis
institution	Universiti Malaysia Perlis
building	UniMAP Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Perlis
content_source	UniMAP Library Digital Repository
url_provider	http://dspace.unimap.edu.my/
language	English
topic	Speech recognition Speech processing systems Automatic speech recognition Pattern perception Speaker recognition Speech processing
spellingShingle	Speech recognition Speech processing systems Automatic speech recognition Pattern perception Speaker recognition Speech processing Phak Len, Eh Kan Rafikha Aliana, Raof Ahmad Nasir, Che Rosli Razaidi, Hussin Mel Frequency Cepstral Coefficient (MFCC) extraction for speaker identification on FPGA
description	Organized by School of Mechatronic Engineering (UniMAP) & co-organized by The Institution of Engineering Malaysia (IEM), 11th - 13th October 2009 at Batu Feringhi, Penang, Malaysia.
author2	phaklen@unimap.edu.my
author_facet	phaklen@unimap.edu.my Phak Len, Eh Kan Rafikha Aliana, Raof Ahmad Nasir, Che Rosli Razaidi, Hussin
format	Working Paper
author	Phak Len, Eh Kan Rafikha Aliana, Raof Ahmad Nasir, Che Rosli Razaidi, Hussin
author_sort	Phak Len, Eh Kan
title	Mel Frequency Cepstral Coefficient (MFCC) extraction for speaker identification on FPGA
title_short	Mel Frequency Cepstral Coefficient (MFCC) extraction for speaker identification on FPGA
title_full	Mel Frequency Cepstral Coefficient (MFCC) extraction for speaker identification on FPGA
title_fullStr	Mel Frequency Cepstral Coefficient (MFCC) extraction for speaker identification on FPGA
title_full_unstemmed	Mel Frequency Cepstral Coefficient (MFCC) extraction for speaker identification on FPGA
title_sort	mel frequency cepstral coefficient (mfcc) extraction for speaker identification on fpga
publisher	Universiti Malaysia Perlis
publishDate	2009
url	http://dspace.unimap.edu.my/xmlui/handle/123456789/7326
_version_	1643788778326720512

Mel Frequency Cepstral Coefficient (MFCC) extraction for speaker identification on FPGA

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