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MelResNet spacing and typing adjustment #725

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Merged
merged 2 commits into from
Jun 17, 2020
Merged

MelResNet spacing and typing adjustment #725

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7698c36
spacing and typing adjustment
Jun 17, 2020
de25042
remove import list
Jun 17, 2020
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8 changes: 3 additions & 5 deletions torchaudio/models/_wavernn.py
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Original file line number Diff line number Diff line change
@@ -1,5 +1,3 @@
from typing import Optional

from torch import Tensor
from torch import nn

Expand Down Expand Up @@ -65,7 +63,7 @@ class _MelResNet(nn.Module):

Examples::
>>> melresnet = _MelResNet(res_blocks=10, input_dims=100,
hidden_dims=128, output_dims=128, pad=2)
hidden_dims=128, output_dims=128, pad=2)
>>> input = torch.rand(10, 100, 512)
>>> output = melresnet(input)
"""
Expand Down Expand Up @@ -99,9 +97,9 @@ def forward(self, x: Tensor) -> Tensor:

Shape:
- x: :math:`(N, S, T)`.
- output: :math:`(N, P, T-2*pad)`.
- output: :math:`(N, P, T - 2 * pad)`.
where N is the batch size, S is the number of input sequence,
P is the number of ouput sequence, T is the length of input sequence.
P is the number of output sequence, T is the length of input sequence.
"""

return self.melresnet_model(x)