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Regression-class Tree based Method for Efficient Speaker Identification
Regression-class Tree Method Efficient Speaker Identification
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2013/6/28
In this paper an efficient speaker identification (SpkID) method is proposed. In GMM-based speaker recognition, the model training and the likelihood score computations are very time...
A tree-based kernel selection approach to efficient Gaussian mixture model–universal background model based speaker identification
Speaker recognition Speaker identification Tree-based kernel selection GMM–UBM
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2013/6/28
We propose a tree-based kernel selection (TBKS) algorithm as a computationally efficient approach to the Gaussian mixture model–universal background model (GMM–UBM) based speaker identification. All G...
Using subband Mel-spectrum centroid and Gassian mixture correlation for robust speaker identification
subband Mel-spectrum centroid Gassian mixture correlation robust speaker identification
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2013/6/28
Using subband Mel-spectrum centroid and Gassian mixture correlation for robust speaker identification.
COMBINING SELECTION TREE WITH OBSERVATION REORDERING PRUNING FOR EFFICIENT SPEAKER IDENTIFICATION USING GMM-UBM
COMBINING SELECTION TREE WITH OBSERVATION REORDERING PRUNING EFFICIENT SPEAKER IDENTIFICATION GMM-UBM
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2013/6/28
In this paper a new method of reducing the computational load for Gaussian Mixture Model Universal Background Model (GMM-UBM) based speaker identification is proposed. In order to speed up the selecti...