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"The worldwide prevalence of Alzheimer's disease could be reduced by 8.3% by 2050 with relative reductions of 10% per decade in the prevalence of each of these factors.
For olanzapine, the absolute and relative reductions were even more substantial, €3.05 and 66.3%, respectively.
Consequently, plants producing high SDW when well watered had greater relative reductions in SDW, organ number and organ size.
Relative reductions in EER of 7.2 11.5 % were obtained compared to training with hard targets from Viterbi alignment.
We have also found that NQAR prolongs the network lifetime, as it prevents unnecessary energy consumption resulting from the relative reductions of packet losses and retransmissions.
When the set of untranscribed data is augmented with data from the Fisher corpus, relative reductions in WER are increased to 8.2 and 11.2 % for the small DNN.
Relative reductions in WER of 8.2 and 6.2 % were obtained over a sequence-trained DNN using hard aligned targets and log-mel filterbank inputs.
Viewed in terms of parameter reduction, this is a 88.8 % reduction in parameters while achieving 1.6 and 5.3 % relative reductions in WER.
The trend continues when unlabeled training data is increased to 960 h, giving relative reductions of 7.2 11.5 % compared to the MLP baseline.
We also find that NQAR prolongs the network lifetime as it prevents unnecessary energy consumption, resulting from the relative reductions of packet losses and retransmissions.
However, with the 300-h untranscribed training set, relative reductions in WER of 8.2 and 6.2 % are obtained on Hub5'00-SWB and RT03S-FSH, respectively.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com