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text_ce and mel_ce loss #57

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weidezhang opened this issue Mar 22, 2023 · 3 comments
Open

text_ce and mel_ce loss #57

weidezhang opened this issue Mar 22, 2023 · 3 comments

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@weidezhang
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it seems when i train the model, the training loss_text_ce and loss_mel_ce_loss as well as validation loss val_loss_text_ce is trending down as expected but the other validation loss val_loss_mel_ce is trending up.

The training set and validation are quite similar. The data set is small though about 100 wavs each with length at most 8 seconds.

Any idea what might cause this ? Below is my experiment with val_text_ce loss and val_mel_ce loss.

Thanks,

Screenshot from 2023-03-22 10-16-02

@weidezhang
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Screenshot from 2023-03-22 10-23-18
gpt_gpt and gpt_encoding loss looks normal though

@152334H
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152334H commented Mar 23, 2023

val_loss_mel_ce is probably the most important one. since you say training loss_mel_ce is going down, I would guess that your model is overfitting on the dataset

@FurkanGozukara
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FurkanGozukara commented May 9, 2023

what loss value is good? i written a script myself and prepared a very comprehensive tutorial
hopefully i will post soon on https://www.youtube.com/SECourses

so here my plot

image

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3 participants