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It essentially performs a correlation with lag of the subchannel outputs divided by the training data.
The T norm is determined by the training data for a particular signature.
In addition, the accuracy and robustness of data driven models are always bounded by the training data.
These pairs were defined based on the RIRs provided by the training data of the REVERB challenge.
Kernel functions and generally SVMs are not affected by the training data set size when the learning ratio varies in normal learning ratios.
Although good models were generated directly over training areas, extrapolation proved impossible over long distances because of inadequate coverage of the regional environment by the training data.
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Future developments of the model are promising by increasing the training data extremes and possibly by adding more features like emitter's depth for the subsurface drippers.
We also devise the model compensation scheme by synthesizing the training data using the optimal regression parameters and by selecting the optimal HMM for the test speech.
The proposed quantization method overcomes this problem by screening the training data and comparing to the "known attacks" classified by the neural network.
The parameters of the Vanilla benchmark model are first estimated by using the training data.
The goal of the training phase is to induce a classifier from inp → lab by using the training data X.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com