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The advantage of a Bayesian approach is the ability to incorporate prior knowledge from other phenology and climate observations to reduce variability in the estimates, as well as a more robust estimation of uncertainty.
Developing criteria for the objective assessment of the quality of glottal waveform estimates would facilitate the design of more robust estimation algorithms.
This cyclical information transfer allows a parameter estimate to "borrow strength" from the other estimates of the same parameter, leading to a more robust estimation (Finkenstadt et al. 2013).
Using estimated pitch values f ̂ 0, the spectral comb filter is build to suppress the influence of the already estimated speech sources in the CPSD; this leads to a more robust estimation of the remaining speech sources.
Thus, a more robust estimation may significantly improve the performance.
It is thus useful to find the source of the instability to realize more robust estimation.
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This leads to a more robust DOA estimation even if the estimated pitch does not correspond to the true value.
The work presented in [20] extends this method by a more robust normal estimation algorithm.
The size of the matrix increases with the number of sessions J, while more sessions are always desirable for more robust parameter estimation.
However, it is not clarified whether the heavy-tailed source distribution provides more robust statistical estimation for fewer time frames or not.
In addition, the calculation of the disparity field in the unmatched areas is not performed, allowing more robust motion estimation for the other blocks.
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