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Table 8 Results of comparison between interpolation and adaptation regarding similarity Method Angry Happy Sad Overall Interpolation 9/45 14/45 31/60 54/150 Adaptation 36/45 31/45 29/60 96/150.
Table 7 Results of comparison between interpolation and adaptation regarding emotional expressiveness Method Angry Happy Sad Overall Interpolation 28/45 41/45 25/45 94/135 Adaptation 17/45 4/45 20/45 41/135.
Table 8 Results of comparison between interpolation and adaptation regarding similarity Method Angry Happy Sad Overall Interpolation 9/45 14/45 31/60 54/150 Adaptation 36/45 31/45 29/60 96/150 Naturalness The same Latin-square style MOS evaluation on naturalness as described in Section "Evaluation on naturalness" is used with synthesized speech by the adaptation-based system.
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For the comparison of interpolation and adaptation, we adopt the ABX scheme, where X is the target speaker's non-synthetic speech, A is the synthetic emotional speech using adaptation, and B is the synthetic emotional speech using interpolation.
The comparisons between interpolation and numerical results demonstrate that the interpolation method can be used to guide repair decisions with reasonable precision.
Another difference between interpolation and extrapolation is that when the sample size increases, the possibility to improve the model increases.
Clear trade-offs between mitigation and adaptation must be negotiated.
"There's a tension here between mitigation and adaptation.
What is the difference between acclimatization and adaptation?
We implement this idea in a new technique, called adaptation-guided retrieval (AGR), which provides a direct link between retrieval similarity and adaptation needs.
Figure5 compares the asymptotic MSE performance between the spatial interpolation and the space-time interpolation.
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