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Also, the normalization with respect to (hat {chi }_{0, max }) ensures that the resulting value of α will not be increased excessively in time frames where many frequency bins reach large values.
In this simulation experiment, we observed that when the ICA-P approach was used, ICA on many frequency bins failed to converge; however, when IVA was used, better convergence ability was observed.
Indeed, the approach allows reporting statistics for grand-averaged data, using the variation across the many frequency bins around the frequency bin of interest.
Moreover, the high frequency resolution of the approach provides many frequency bins to estimate the noise so that the Z-score procedure could be applied to each individual infant's data.
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The challenge is to create an accurate SNR-dependent binary decision mask, since selecting the enhanced target signal for too many time-frequency bins will destroy the spatial cues of the background noise, while selecting the attenuated background for too many time-frequency bins will produce distortions for the target signal.
Many frequency-domain BSS methods independently separate the mixed signals for all the frequency bins; thus, an ambiguity arises in the output order.
As shown in Figure 1a, first, except these frequencies components corresponding to the accurate frequencies, many other frequency components are also emerged in the DFT coefficients all over the whole frequency bins.
with the number of frequency bins.
For each frequency range, we used 600 frequency bins.
The proposed methods exploit the joint sparse structure across all frequency bins, and estimate the spatial pseudo-spectra at various frequency bins jointly and iteratively.
Figure 5 Correlation of power measurements of frequency bins.
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