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As these parameters were estimated through a transformation function, we first computed a symmetric Gaussian asymptotic interval for the transformed parameters (m', s' and f') by using a delta method [ 73].
After these preliminary procedures, PCA is conducted using these six transformed parameters (Eq. 10).
The optimum networks obtained through the training are used to predict the transformed parameters of the target speaker from the source speaker.
While the original DC format are in units of seconds and nanoseconds, the following transformed parameters are in units of meters.
As the final step of our method, we transform the derived conversion parameters set using the DCT and the transformed parameters are then finally quantized.
In contrast, the confidence intervals obtained with gmkin, when using default settings, are based on estimates for transformed parameters in order to obtain more realistic confidence intervals [19].
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Each transformed parameter value for a mutant represented an abnormality relative to the standard normal distribution (Figure 1 I-iii and -iv).
The transformed parameter values were adjusted one at a time using a general linear regression on the accepted points.
After the local linear regression step, accepted and transformed parameter values that fall outside their respective prior bounds are subsequently transformed to have the values of their respective prior boundaries.
The abc function also requires the user to decide whether to work with transformed parameter values and to select a method to improve estimation of the partial posterior by adjusting the accepted θ values according to the distance between the summary statistics and the observed summary statistics [ 4, 13].
GAAM fitting initialization framework for estimation of initial similarity transform parameters (rotation, translation, scaling).
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transformed parts
transformed factors
transformed measures
manipulated parameters
performed parameters
transformed coefficients
altered parameters
transformed metrics
restructured parameters
transformed variables
transformed attributes
transferred parameters
transformed determined
incorporated parameters
transformed parametric
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