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We describe a novel fast speaker adaptation algorithm for large vocabulary speech recognition systems, which adapts both the Gaussian means and the mixture weights. Gaussian means are expressed as a linear combination of eigenvoices estimated with principal component analysis. The non-negative Gaussian mixture weights are expressed as a linear combination of a set of latent vectors estimated with...
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