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The special case that no label proportions are provided in the training data (degraded to naive GL) is also considered, denoted by σ= max.
The next subsection illustrates the potential difficulty in estimating accurately both these parameters from data degraded by photon noise.
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The better the insulator works, the longer the data can be stored before the electrons leak away and the data degrades.
Refrain from monopolizing systems, overloading networks with excessive data, degrading services, or wasting computer time, connection time, disk space, printer paper, manuals, or other resources.
In the study region, the distribution of shipborne data is quite sparse, and the quality of the altimetry data degrades in the vicinity of coastal areas.
While using a constant quantizer would have produced constant quality in a normal video encoder, the presence of hidden data degrades the quality and affects the overall PSNR.
Consequently, the performance of speech recognition systems trained on clean data degrades severely in reverberant environments because of the mismatch between the training and the test conditions.
However, the most important conclusion from these results and the results shown in Table 4 confirm that as expected the larger variability of the extracted features caused by the increase in the amount of noise in the data degrades the quality of information that can be obtained from the features.
Such a restriction could be valid in a variety of data compressing applications, e.g., compression and recovery of video data not degraded by noise and/or imaging system instrumental function [20].
Adding sequential training yielded reductions in WER ranging from 0.1 to 0.3 % absolute for the small student DNN trained with 110 and 300 h of untranscribed data but degraded WER on the small student DNN which had been trained with the large untranscribed data set augmented with data from the Fisher corpus.
The quality of acquired data is degraded as a result.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com