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The maximum mutual information is when.
Optimizer selects Powell algorithm, and similarity measure selects the maximum mutual information method.
The solution is derived from a maximum mutual information argument with a single transmitter.
In the literature, it is also known as the maximum mutual information [46 48].
The channels that are not erased have a maximum mutual information (discrete signaling).
Note that In,max is the maximum mutual information of sub-channel symbols for sub-channel n.
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We used a subspace GMM with maximum mutual information-based discriminative training (MMI-SGMM) [43] and a cross-entropy training DNN for the acoustic model.
All of the algorithms are incorporated using a linear discriminant analysis-maximum mutual information (LDA-MMI) backend for improving language recognition evaluation (LRE) accuracy.
The linear discriminant analysis-maximum mutual information (LDA-MMI) method is used to maximize the posterior probabilities of all the belief score vectors [35], using objective function [36]: F MMI = ∑ ∀ i log p x i | P ( g ( i ) ) ∑ ∀ j p x i | λ j P ( j ), (28).
The GMM-HMM baseline system has 40-Gaussian mixtures per state, trained with maximum likelihood and refined discriminatively with the boosted maximum-mutual-information criterion.
We then applied the Maximum Mutual Information MMII) discriminative training technique described in [29].
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