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This paper is a contribution to probabilistic data mining and pattern recognition. A DTW-based statistical model is proposed to explore the subspace structures of speaker feature space for feature evaluation, dimension reduction and inter-class information discovery in pattern space.We demonstrate its usefulness in isolated digits speaker identification, and the performance of the statistical model...
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