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Gaussian Mixture Model Weight Supervector Decomposition and Adaptation,
Supervector Decomposition and Adaptation
2015/3/9
This report proposes a novel approach for Gaussian Mixture Model (GMM) weights decomposition
and adaptation. This modeling suggests a new low-dimensional utterance representation method, which
uses ...
Non-Negative Factor Analysis of Gaussian Mixture Model Weight Adaptation for Language and Dialect Recognition
Non-negative factor analysis model adaptation
2015/3/9
—Recent studies show that Gaussian mixture model
(GMM) weights carry less, yet complimentary, information to
GMM means for language and dialect recognition. However,
state-of-the-art language recog...
