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Nicki's hand crafted skip connection #5

@andimarafioti

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@andimarafioti

Save the mean and std of the individual signals, correct for that before inputing and re apply it before computing the loss. It's a hand-crafted skip connection. Should be applied on both dims simultaneously for STFTs.

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