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Speech Command Recognition by using Dynamic Time Warping

http://hdl.handle.net/20.500.12678/0000004173
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ff066f64-5b5a-4ee9-8d5d-4cdf34b5e76c
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Name / File License Actions
5.Speech 5.Speech Command Recognition by using Dynamic Time Warping.pdf (302 Kb)
Publication type
Article
Upload type
Publication
Title
Title Speech Command Recognition by using Dynamic Time Warping
Language en
Publication date 2015-02-05
Authors
Kyaw, Ei Mon
Khin, Myat Thanda
Description
Speech Recognition is a technology that can beuseful in many applicationof our daily life. Thisproposed method present the speaker dependent speechrecognition system. In this paperinclude the threesteps of speech command recognition systems. Firstly,automatically crop the input command signal forremoving silent part of the command .The second oneis extract the feature vectors by using Mel frequencycepstralcoefficients (MFCCs) and then featurematching the command and predefined speechcommand by using Dynamic Time Warping (DTW).Before matching with DTW, the system sorts thepredefined command for matching with command toimprove performance of recognition. This system usesthe ten predefined command for one username. Thispaper also compares the speech recognition systembetween the using of Multi-band Spectral Subtractionand Feature extractions in preprocessing method.Finally, the proposed system designs the “InformationRetrieval” application using MATLAB.
Keywords
Multi-band Spectral Subtracion, Feature Extraction, Feature Matching, Mel Frequency Cepstral Coefficient (MFCC), Dynamic Time Wraping (DTW)
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/187
Journal articles
Thirteenth International Conferences on Computer Applications(ICCA 2015)
Conference papers
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Thesis/dissertations
344
197
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