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I have adapted the code from https://github.com/tensorflow/tensor2tensor/blob/d8338effc13b27f9747dc180359d7f983f9c2526/tensor2tensor/layers/common_attention.py#L613. The only difference is that I had to replace
tf.pad
withK.concat((prepad_zeros, signal, postpad_zeros))
.