DocumentCode :
3208200
Title :
Review of hardware implementation of Speech-To-Text Engine for Jawi Character
Author :
Razak, Zaidi ; Sumali, Siti Rabeah ; Idris, Mohd Yamani Idna ; Ahmedy, Ismail ; Yusoff, Mohd Yakub Zulkifli Bin Mohd.
Author_Institution :
Faculty of Science Computer and Information Technology, University of Malaya, Kuala Lumpur, Malaysia
fYear :
2010
fDate :
5-7 Dec. 2010
Firstpage :
565
Lastpage :
568
Abstract :
Jawi is a Malay writing script based on the Arabic script which adds six extra characters to accommodate Malay vocal sounds. Real-Time Speech-To-Text Engine for Jawi Character aims to help students to read Jawi more effectively. In this paper, we investigate the suitable method and device that best for speech-to-text hardware implementation. A complete set of Jawi Speech-To-Text tools will be implements by integrating the hardware with a microphone and Jawi word processor. The speech recognition will use Linear Predictive Coding (LPC) as feature extraction and Neural Network (NN) with Backpropagation will be use as a pattern classification. The implementation of this system will be tested using Xilinx Field Programmable Gate Array (FPGA) board.
Keywords :
Algorithm design and analysis; Artificial neural networks; Classification algorithms; Feature extraction; Field programmable gate arrays; Hardware; MATLAB; Field Programmable Gate Array (FPGA); Hardware Implementation; Jawi Character; Linear Predictive Coding (LPC); Neural Network (NN); Speech-to-Text (STT);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Science and Social Research (CSSR), 2010 International Conference on
Conference_Location :
Kuala Lumpur, Malaysia
Print_ISBN :
978-1-4244-8987-9
Type :
conf
DOI :
10.1109/CSSR.2010.5773842
Filename :
5773842
Link To Document :
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