import torch
from torchmetrics.audio import SignalDistortionRatio
metric = SignalDistortionRatio()
values = [ ]
for _ in range(10):
    values.append(metric(torch.rand(8000), torch.rand(8000)))
fig_, ax_ = metric.plot(values)