Speaker Recognition System using MFCC and Vector Quantization Approach |
Author(s): |
| Ms. Mani Roja , Thadomal Shahani Engineering College, Mumbai, India; Deepak Harjani, Thadomal Shahani Engineering College, Mumbai, India; Mohita Jethwani, Thadomal Shahani Engineering College, Mumbai, India |
Keywords: |
| Speaker Recognition, MFCC, Mel Frequencies, Vector Quantization. |
Abstract |
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This paper presents an approach to speaker recognition using frequency spectral information with Mel frequency for the improvement of speech feature representation in a Vector Quantization codebook based recognition approach. The Mel frequency approach extracts the features of the speech signal to get the training and testing vectors. The VQ Codebook approach uses training vectors to form clusters and recognize accurately with the help of LBG algorithm. |
Other Details |
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Paper ID: IJSRDV1I9061 Published in: Volume : 1, Issue : 9 Publication Date: 01/12/2013 Page(s): 1934-1937 |
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