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Distortion of audio #20

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egorsmkv opened this issue Jan 2, 2024 · 2 comments
Open

Distortion of audio #20

egorsmkv opened this issue Jan 2, 2024 · 2 comments

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@egorsmkv
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egorsmkv commented Jan 2, 2024

I am training pflowtts for Ukrainian with phonemes and seeing the following:

telegram-cloud-photo-size-2-5233706955334340576-y

Loss is going down:

telegram-cloud-photo-size-2-5233706955334340577-y

What can it be or how I can debug more about this distortion?

@syj901220
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Consider your data distribution.
If your dataset has a lot of short lengths, 3s masking loss would be devastating.
And short prompt leads to poor speaker similarity.
I try 1s prompt replication method like Hierspeech++, it doesn't work well.

@egorsmkv
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egorsmkv commented Jan 2, 2024

@syj901220 thanks, I'll look into the data.

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