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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Priyadarshani, P.G.N. Dias, N.G.J. Punchihewa, A. |
| Copyright Year | 2012 |
| Description | Author affiliation: School of Engineering and Adv. Technology, Massey University, Palmerston North, New Zealand (Punchihewa, A.) || Department of Statistics and Computer Science, University of Kelaniya, Sri Lanka (Priyadarshani, P.G.N.; Dias, N.G.J.) |
| Abstract | Currently there is a considerable tendency in developing Automatic Speech Recognition (ASR) systems which are capable of tracking the human speech done in local specific languages and identifying them because the people prefer to work with computers using their native language. In Sri Lanka, a sizable portion of the population is discouraged to use computers simply because of the language barrier and difficulty of using the conventional interfaces. Consequently there is a great demand for a computer interface which enables the communication in Sinhala. This paper presents an approach to identify Sinhala speech based on Dynamic Time Warping (DTW) and the Mel Frequency Cepstral Coefficients (MFCC). The correct recognition was achieved in several phases and each phase is described in detail. |
| Starting Page | 892 |
| Ending Page | 895 |
| File Size | 172048 |
| Page Count | 4 |
| File Format | |
| ISBN | 9781467325264 |
| ISSN | 15483746 |
| e-ISBN | 9781467325271 |
| e-ISBN | 9781467325257 |
| DOI | 10.1109/MWSCAS.2012.6292164 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-08-05 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Speech recognition Speech Mel frequency cepstral coefficient Computers Vocabulary Feature extraction Filter banks DCT DTW MFCC hamming window FFT |
| Content Type | Text |
| Resource Type | Article |
| Subject | Electronic, Optical and Magnetic Materials Electrical and Electronic Engineering |
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