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Kyubyong avatar Kyubyong commented on August 16, 2024

Right. It's complicated to handle this with dynamic padding. It's more elegant to apply logarithm after the batch processing. Let me update the code soon.

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Kyubyong avatar Kyubyong commented on August 16, 2024

I've updated. (Chck Lines 148-151 and 166-167 in data_load.py. Plus, I've added use_log_magnitude in hyperparams.py to control this. Even though the paper used log magnitude, I guess it may be problematic in practice. When we apply convolutin layers with same padding, TensorFlow internally add zeros and I'm not sure if it doesn't match our padding. If that's the case, we can set use_log_magnitude to False.

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candlewill avatar candlewill commented on August 16, 2024

Thanks.

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