Titlebook: Recent Advances in Nonlinear Speech Processing; Anna Esposito,Marcos Faundez-Zanuy,Francesco Carlo Book 2016 Springer International Publis

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An Analysis of Shallow and Deep Representations of Speech Based on Unsupervised Classification of Isre concise clustering and higher match between clusters and word categories in terms of adjusted Rand score. Some of the confusions present with the MFCC features are, however, retained even with the DBN features.

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Comparison of Text-Independent Original Speaker Recognition from Emotionally Converted Speeche and the balance of the speech database have influence on the identification accuracy but the used language is not practically important. The evaluation experiments confirmed that the developed text-independent GMM original speaker identifier is functional for the closed-set classification tasks.

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