We use OpusTrainer to augment the data during training, both at teacher training, and student training. There is a gap in student training, and it would be good to understand the effects of data augmentation on the training. It's particularly important to compare between the augmented and clean flores.
Language pair: TODO
Experiment Splits
Strategies
flores-devtest
flores-aug-devtest
Training Time
Run augmentation
Disable augmentation
Two stage: aug, no aug
Two stage: no aug, aug
Hypothesis
Augmentation increases student training time. Augmentation behavior may not be learned without augmented data.
gregtatum
commented
1 month ago
An experiment for #231
We use OpusTrainer to augment the data during training, both at teacher training, and student training. There is a gap in student training, and it would be good to understand the effects of data augmentation on the training. It's particularly important to compare between the augmented and clean flores.
Language pair: TODO
Experiment Splits
Hypothesis
Augmentation increases student training time. Augmentation behavior may not be learned without augmented data.