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Title: :  ISOLATED SPOKEN WORD RECOGNITION USING HIDDEN MARKOV MODEL
PaperId: :  2845
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 4 2016
DUI:    16.0415/IJARIIE-2845
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
RATNA PRIYA KANCHANIGDTUW, DELHI
Dr. manoj soniIGDTUW, DELHI

Abstract

robotics and automation
HMM, Feature Extraction, Word recognition.
The main aim of the project is to develop an isolated spoken word recognition system using Hidden Markov Model (HMM) and that will be implemented on a 3R robotic arm with a good accuracy at all the possible frequency range of human voice. Here different command words like left, right, ready, up, down etc. are recorded by the speaker which can be male or female and results are compared with different feature extraction methods. The spoken word recognition system is mainly divided into two major blocks. First part includes recording data base of the command signals and feature extraction of those recorded signals. Here we use Mel frequency cepstral coefficients and fundamental frequency as feature extraction methods. To obtain Mel frequency cepstral coefficients signal we have to go through the following: framing, applying window function, Fast Fourier transform, filter bank and then discrete cosine transform.

Citations

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IJARIIE RATNA PRIYA KANCHAN, and Dr. manoj soni. "ISOLATED SPOKEN WORD RECOGNITION USING HIDDEN MARKOV MODEL" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 4 2016 Page 101-110
MLA RATNA PRIYA KANCHAN, and Dr. manoj soni. "ISOLATED SPOKEN WORD RECOGNITION USING HIDDEN MARKOV MODEL." International Journal Of Advance Research And Innovative Ideas In Education 2.4(2016) : 101-110.
APA RATNA PRIYA KANCHAN, & Dr. manoj soni. (2016). ISOLATED SPOKEN WORD RECOGNITION USING HIDDEN MARKOV MODEL. International Journal Of Advance Research And Innovative Ideas In Education, 2(4), 101-110.
Chicago RATNA PRIYA KANCHAN, and Dr. manoj soni. "ISOLATED SPOKEN WORD RECOGNITION USING HIDDEN MARKOV MODEL." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 4 (2016) : 101-110.
Oxford RATNA PRIYA KANCHAN, and Dr. manoj soni. 'ISOLATED SPOKEN WORD RECOGNITION USING HIDDEN MARKOV MODEL', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, 2016, p. 101-110. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/ISOLATED_SPOKEN_WORD_RECOGNITION_USING_HIDDEN_MARKOV_MODEL_ijariie2845.pdf (Accessed : ).
Harvard RATNA PRIYA KANCHAN, and Dr. manoj soni. (2016) 'ISOLATED SPOKEN WORD RECOGNITION USING HIDDEN MARKOV MODEL', International Journal Of Advance Research And Innovative Ideas In Education, 2(4), pp. 101-110IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/ISOLATED_SPOKEN_WORD_RECOGNITION_USING_HIDDEN_MARKOV_MODEL_ijariie2845.pdf (Accessed : )
IEEE RATNA PRIYA KANCHAN, and Dr. manoj soni, "ISOLATED SPOKEN WORD RECOGNITION USING HIDDEN MARKOV MODEL," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, pp. 101-110, Jul-Aug 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/ISOLATED_SPOKEN_WORD_RECOGNITION_USING_HIDDEN_MARKOV_MODEL_ijariie2845.pdf [Accessed : ].
Turabian RATNA PRIYA KANCHAN, and Dr. manoj soni. "ISOLATED SPOKEN WORD RECOGNITION USING HIDDEN MARKOV MODEL." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 4 ().
Vancouver RATNA PRIYA KANCHAN, and Dr. manoj soni. ISOLATED SPOKEN WORD RECOGNITION USING HIDDEN MARKOV MODEL. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(4) : 101-110. Available from: http://ijariie.com/AdminUploadPdf/ISOLATED_SPOKEN_WORD_RECOGNITION_USING_HIDDEN_MARKOV_MODEL_ijariie2845.pdf
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