Text-Dependent Speaker Recognition |
Author(s): |
| Kalyan Bhattacharjee , JORHAT ENGINEERING COLLEGE; Dr. Aditya Bihar Kandali, JORHAT ENGINEERING COLLEGE |
Keywords: |
| GMM Classifier, MFCC, LPC, PLP, Wavelet Packet Transform |
Abstract |
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Speaker Recognition system has been an active area of research for several decades, as it finds application in many access control systems, recognizing a person from a telephonic conversation, etc. The goal is to automatically identify or recognize a particular person without the need of a human as an identifier. This paper presents a Text-Dependent Speaker Recognition system based on Gaussian Mixture Model (GMM) classifier which models speaker identity. The system is evaluated on Sylheti Speaker Database prepared from 100 Sylheti speaking people of various age groups. |
Other Details |
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Paper ID: IJSRDV4I120314 Published in: Volume : 4, Issue : 12 Publication Date: 01/03/2017 Page(s): 368-371 |
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