Scale-Invariant Signal-to-Distortion Ratio (SI-SDR)

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Scale-Invariant Signal-to-Distortion Ratio (SI-SDR)

Module Interface

torchmetrics.ScaleInvariantSignalDistortionRatio

alias of _ScaleInvariantSignalDistortionRatio

Functional Interface

torchmetrics.functional.scale_invariant_signal_distortion_ratio(preds, target, zero_mean=False)

Wrapper for deprecated import.

>>> from torch import tensor
>>> target = tensor([3.0, -0.5, 2.0, 7.0])
>>> preds = tensor([2.5, 0.0, 2.0, 8.0])
:rtype: :py:class:`~torch.Tensor`

>>> _scale_invariant_signal_distortion_ratio(preds, target)
tensor(18.4030)