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rafaelvalle avatar rafaelvalle commented on August 23, 2024

We used the default value 1.0 as wel.

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paarthneekhara avatar paarthneekhara commented on August 23, 2024

Thanks @rafaelvalle ! After around 50k training steps, the alignment map looks like this. I did make a change in the implementation and removed the conditioning on pitch contours (f0s).

Screen Shot 2020-04-08 at 7 27 19 PM

Is this normal? Do you recall by any chance how long it takes for alignment maps to appear like a diagonal line while training mellotron on LibriTTS?

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paarthneekhara avatar paarthneekhara commented on August 23, 2024

Ah.. Just noticed this in the paper. Makes sense, closing this issue.
"In our setup, we find it easier to first learn attention alignments on speakers with large amounts of data and then finetune to speakers with less data. Thus, we first train Mellotron
on LJS and Sally and finetune it with a new speaker embedding on LibriTTS, starting with a learning rate of 5e-4 and annealing the learning rate as the loss starts to plateau."

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