Development of Automatic Kannada Speech Recognition System
Abstract & Details
Research Area
Electronics and Communication Engineering
Keywords
Automatic Speech Recognition System (ASR)
Mel frequency cepstral coefficients (MFCC)
Hidden Markov Model (HMM)
Hidden Tool Kit (HTK).
Abstract
Automatic Speech Recognition (ASR) is the technology that allows human being to use their voices to speak with a computer interface in a way that, in its most sophisticated variations, resembles normal human conversation. Automatic speech recognition is an area of research which deals with the recognition of speech by machine in several conditions. This paper presents a brief survey on Automatic Kannada Speech Recognition Systems. Many research and developments are made to improve the performance of ASR to work more efficient by the researchers. The criteria for designing
Speech Recognition system are data preparation, pre-processing filter, end-point detection, feature extraction techniques, speech classifiers, and performance evaluation. Speech recognition system for Kannada language has been implemented using the Hidden Markov Tool Kit (HTK).The objective of this review paper is to summarize the researches made by researchers in the recent year.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Akshata K Shinde | Alva’s Institute of Engineering and Technology |
| 2 | Anjali H R | Alva’s Institute of Engineering and Technology |
| 3 | Deepika N Karanth | Alva’s Institute of Engineering and Technology |
| 4 | Gouthami K | Alva’s Institute of Engineering and Technology |
| 5 | Vijetha T S | Alva’s Institute of Engineering and Technology |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Shinde, Akshata K, R, Anjali H, Karanth, Deepika N, K, Gouthami, & S, Vijetha T (2019). Development of Automatic Kannada Speech Recognition System. International Journal of Advance Research and Innovative Ideas In Education, 5(3), 36-40.
MLA Style
Shinde, Akshata K, et al. "Development of Automatic Kannada Speech Recognition System." International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 3, 2019, pp. 36-40.
IEEE Style
Akshata K Shinde, Anjali H R, Deepika N Karanth, Gouthami K, and Vijetha T S, "Development of Automatic Kannada Speech Recognition System," International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 3, pp. 36-40, 2019.
Vancouver Style
Shinde Akshata K, R Anjali H, Karanth Deepika N, K Gouthami, S Vijetha T. Development of Automatic Kannada Speech Recognition System. International Journal of Advance Research and Innovative Ideas In Education. 2019;5(3):36-40.
Harvard Style
Shinde, Akshata K, R, Anjali H, Karanth, Deepika N, K, Gouthami, & S, Vijetha T (2019) 'Development of Automatic Kannada Speech Recognition System', International Journal of Advance Research and Innovative Ideas In Education, 5(3), pp. 36-40.
Chicago Style
Shinde, Akshata K, et al. "Development of Automatic Kannada Speech Recognition System." International Journal of Advance Research and Innovative Ideas In Education 5, no. 3 (2019): 36-40.
Turabian Style
Shinde, Akshata K, et al. "Development of Automatic Kannada Speech Recognition System." International Journal of Advance Research and Innovative Ideas In Education 5, no. 3 (2019): 36-40.
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