DocumentCode
1946164
Title
Speech analysis: Desktop items activation using Dynamic time warping algorithm
Author
Tarar, Sandhya
Author_Institution
Sch. of ICT, Gautam Buddha Univ., Noida, India
Volume
6
fYear
2010
fDate
9-11 July 2010
Firstpage
657
Lastpage
659
Abstract
Advances in speech technology and computing power have created a surge of interest in the practical application of speech recognition. The main goal of this paper is to facilitate recognition accuracy, with emphasis on acoustic and language modeling. With the Dynamic time warping algorithm, recognition of speech commands and generation of the commands for desktop items activation has been done in this paper. Practical speech recognition also requires the computation to be carried out in real time within the limited resources i.e CPU power and memory size of commonly available computers. In this paper we focus on implementing dynamic time warping algorithm and compare the results with viterbi search algorithm so that speech recognition systems that are insensitive to the constraints in the speech signal and attain human like recognition performance can be identified and can be used for commercial use.
Keywords
search problems; speech processing; speech recognition; desktop items activation; dynamic time warping algorithm; language modeling; speech analysis; speech recognition; speech technology; viterbi search algorithm; Computational modeling; Computers; Heuristic algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Information Technology (ICCSIT), 2010 3rd IEEE International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-5537-9
Type
conf
DOI
10.1109/ICCSIT.2010.5564433
Filename
5564433
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