You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
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,
The text was updated successfully, but these errors were encountered:
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
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
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,
The text was updated successfully, but these errors were encountered: