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Fix type casting issue in mask length calculation #3599

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Sep 7, 2023
Merged

Fix type casting issue in mask length calculation #3599

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2 changes: 1 addition & 1 deletion torchaudio/models/wav2vec2/components.py
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Original file line number Diff line number Diff line change
Expand Up @@ -894,7 +894,7 @@ def _compute_mask_indices(
if mask_type == "static":
lengths = torch.full((num_mask,), mask_length)
elif mask_type == "uniform":
lengths = torch.randint(mask_other, mask_length * 2 + 1, size=(num_mask,))
lengths = torch.randint(int(mask_other), mask_length * 2 + 1, size=(num_mask,))
elif mask_type == "normal":
lengths = torch.normal(mask_length, mask_other, size=(num_mask,))
lengths = torch.maximum(torch.ones(1), torch.round(lengths)).int()
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