Comparison of Vector Quantization and Gaussian Mixture Model using Effective MFCC Features for Text-independent Speaker Identification

S. B.; S. M.

doi:10.5120/ijca2016908019

Comparison of Vector Quantization and Gaussian Mixture Model using Effective MFCC Features for Text-independent Speaker Identification

International Journal of Computer Applications ◽

10.5120/ijca2016908019 ◽

2016 ◽

Vol 134 (15) ◽

pp. 11-13

Author(s):

S. B. ◽

S. M.

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Vector Quantization ◽

Speaker Identification ◽

Gaussian Mixture

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Vector quantization decision function for Gaussian Mixture Model based speaker identification

2008 International Symposium on Intelligent Signal Processing and Communications Systems ◽

10.1109/ispacs.2009.4806702 ◽

2009 ◽

Cited By ~ 1

Author(s):

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Loh Mun Yee

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Vector Quantization ◽

Speaker Identification ◽

Gaussian Mixture ◽

Decision Function ◽

Model Based

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Optimization of Gaussian Mixture Model Parameters for Speaker Identification

Genetic and Evolutionary Computation – GECCO 2004 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-24855-2_141 ◽

2004 ◽

pp. 1310-1311

Author(s):

Q. Y. Hong ◽

Sam Kwong ◽

H. L. Wang

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Speaker Identification ◽

Gaussian Mixture ◽

Model Parameters

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Speaker Identification System using Gaussian Mixture Model and Support Vector Machines (GMM-SVM) under Noisy Conditions

Indian Journal of Science and Technology ◽

10.17485/ijst/2016/v9i19/93870 ◽

2016 ◽

Vol 9 (19) ◽

Cited By ~ 1

Author(s):

R. Dhinesh Kumar ◽

A. Balaji Ganesh ◽

S. Sasikala

Keyword(s):

Support Vector Machines ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Speaker Identification ◽

Gaussian Mixture ◽

Support Vector ◽

Identification System ◽

Vector Machines ◽

Noisy Conditions

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Fused Mel Feature sets based Text-Independent Speaker Identification using Gaussian Mixture Model

Procedia Engineering ◽

10.1016/j.proeng.2012.01.867 ◽

2012 ◽

Vol 30 ◽

pp. 319-326 ◽

Cited By ~ 15

Author(s):

R.Shantha Selva Kumari ◽

S. Selva Nidhyananthan ◽

Anand. G

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Speaker Identification ◽

Gaussian Mixture ◽

Feature Sets

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A technique for adjusting Gaussian mixture model weights that improves speaker identification performance in the presence of phonemic train/test mismatch.

The Journal of the Acoustical Society of America ◽

10.1121/1.3587917 ◽

2011 ◽

Vol 129 (4) ◽

pp. 2423-2423

Author(s):

Jack McLaughlin ◽

Lane Owsley

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Speaker Identification ◽

Gaussian Mixture ◽

Identification Performance

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Low Power Speaker Identification using Look Up-free Gaussian Mixture Model in CMOS

2019 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS) ◽

10.1109/coolchips.2019.8721354 ◽

2019 ◽

Cited By ~ 1

Author(s):

Alberto Gianelli ◽

Nick Iliev ◽

Shamma Nasrin ◽

Mariagrazia Graziano ◽

Amit Ranjan Trivedi

Keyword(s):

Low Power ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Speaker Identification ◽

Gaussian Mixture

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Gaussian Mixture Model Based Switched Split Vector Quantization of LSF Parameters

2007 IEEE International Symposium on Signal Processing and Information Technology ◽

10.1109/isspit.2007.4458124 ◽

2007 ◽

Cited By ~ 5

Author(s):

Saikat Chatterjee ◽

T.V. Sreenivas

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Vector Quantization ◽

Gaussian Mixture ◽

Model Based ◽

Split Vector Quantization

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Speaker Identification Performance Enhancement using Gaussian Mixture Model with GMM Classification Post-Processor

2007 IEEE International Conference on Signal Processing and Communications ◽

10.1109/icspc.2007.4728366 ◽

2007 ◽

Cited By ~ 1

Author(s):

H. R. Sadegh Mohammadi ◽

R. Saeidi

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Performance Enhancement ◽

Speaker Identification ◽

Gaussian Mixture ◽

Identification Performance

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Low Power Speaker Identification by Integrated Clustering and Gaussian Mixture Model Scoring

IEEE Embedded Systems Letters ◽

10.1109/les.2019.2915953 ◽

2020 ◽

Vol 12 (1) ◽

pp. 9-12

Author(s):

Nick Iliev ◽

Alberto Gianelli ◽

Amit Ranjan Trivedi

Keyword(s):

Low Power ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Speaker Identification ◽

Gaussian Mixture

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An efficient scoring algorithm for Gaussian mixture model based speaker identification

IEEE Signal Processing Letters ◽

10.1109/97.728467 ◽

1998 ◽

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pp. 281-284 ◽

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B.L. Pellom ◽

J.H.L. Hansen

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Speaker Identification ◽

Gaussian Mixture ◽

Model Based ◽

Scoring Algorithm

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