diff --git a/stft.py b/stft.py
index 03cd82f..edfc44a 100644
--- a/stft.py
+++ b/stft.py
@@ -124,6 +124,7 @@ class STFT(torch.nn.Module):
                 np.where(window_sum > tiny(window_sum))[0])
             window_sum = torch.autograd.Variable(
                 torch.from_numpy(window_sum), requires_grad=False)
+            window_sum = window_sum.cuda() if magnitude.is_cuda else window_sum
             inverse_transform[:, :, approx_nonzero_indices] /= window_sum[approx_nonzero_indices]
 
             # scale by hop ratio