Robust Speaker Recognition in Noisy Environments by K. Sreenivasa Rao,Sourjya Sarkar PDF

By K. Sreenivasa Rao,Sourjya Sarkar

This booklet discusses speaker reputation the way to take care of sensible variable noisy environments. The textual content covers authentication structures for; strong noisy history environments, services in genuine time and integrated in cellular units. The e-book specializes in diversified methods to reinforce the accuracy of speaker attractiveness in presence of various history environments. The authors research: (a) characteristic repayment utilizing a number of historical past types, (b) characteristic mapping utilizing data-driven stochastic versions, (c) layout of tremendous vector- established GMM-SVM framework for powerful speaker attractiveness, (d) overall variability modeling (i-vectors) in a discriminative framework and (e) Boosting technique to fuse evidences from a number of SVM models.

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Robust Speaker Recognition in Noisy Environments (SpringerBriefs in Electrical and Computer Engineering) by K. Sreenivasa Rao,Sourjya Sarkar


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