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A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"

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def forward(self, input_): # FFN Network x = input_.transpose(1, 2) x = self.w_2(t.relu(self.w_1(x))) x = x.transpose(1, 2) # residual connection x = x + input_ # dropout x = self.dropout(x)...

model structure

Hi, Can you please provide the pre trained model you have trained. And great work on the implementation. Thanks

When inputting long sentences, I found the model tended to repeat the ending words over and over again. I trained this model over the blizzard2011 challenge database and both of...

How many GPUs did you use during your training? I am training in a single GPU with batchsize = 16, and my result is weird.

ValueError: optimizing a parameter that doesn't require gradients

Can the network be trained without GPU?

在代码中,我并没有找到从英文转到音素的代码,请问是直接用英文字母训练的吗