DocumentCode :
2352685
Title :
Speech Recognition using Dynamic Time Warping
Author :
Amin, Talal Bin ; Mahmood, Iftekhar
Author_Institution :
Inst. Of Space Technol., Islamabad
fYear :
2008
fDate :
29-30 Nov. 2008
Firstpage :
74
Lastpage :
79
Abstract :
Speech Recognition is a technology enabling human interaction with machines. The design of a speech recognition system capable of 100% accuracy is far from solved. This paper describes an isolated word, speaker dependent speech recognition system capable of recognizing spoken words at sufficiently high accuracy. The system has been tested and verified on MATLAB as well as the TMS320 C6713 DSK with an overall accuracy exceeding 90%. The paper shows the memory efficiency offered by using speech detection for separating the words from silence and the improved system performance achieved by using Dynamic Time Warping while keeping in view the overall design process, supported by experimental results. In future, speech recognition can serve as a means of data interoperability and distribution by allowing a mobile user (client) to retrieve information from the data networks (GPRS, WEB) using a client server architecture. The satellite system can be used as a wireless medium for accessing the data network.
Keywords :
speech recognition; time warp simulation; dynamic time warping; speech detection; speech recognition; Ground penetrating radar; Humans; Information retrieval; Isolation technology; MATLAB; Process design; Speech processing; Speech recognition; System performance; System testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in Space Technologies, 2008. ICAST 2008. 2nd International Conference on
Conference_Location :
Islamabad
Print_ISBN :
978-1-4244-3299-8
Electronic_ISBN :
978-1-4244-3300-1
Type :
conf
DOI :
10.1109/ICAST.2008.4747690
Filename :
4747690
Link To Document :
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