A noise robust i-vector extractor using vector taylor series for speaker recognition

ICASSP, pp. 6788-6791, 2013.

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Keywords:
i-vectorapproximation theoryclean speech segmentsvector taylor seriesseries (mathematics)More(20+)

Abstract:

We propose a novel approach for noise-robust speaker recognition, where the model of distortions caused by additive and convolutive noises is integrated into the i-vector extraction framework. The model is based on a vector taylor series (VTS) approximation widely successful in noise robust speech recognition. The model allows for extract...More

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