About

This model was created to support experiments for evaluating phonetic transcription with the Buckeye corpus as part of https://github.com/ginic/multipa/tree/buckeye_experiments. This is a version of facebook/wav2vec2-large-xlsr-53 fine tuned on a very specific subset of the Buckeye corpus. For details about specific model parameters, please view the config.json here or training scripts in scripts/buckeye_experiments on the buckeye_experiments branch of the GitHub repository.

Experiment Details

Still training with a total amount of data equal to half the full training data (4000 examples), vary the gender split 30/70, but draw examples from all individuals. Do 5 models for each gender split with the same model parameters but different data seeds.

Goals:

Determine how different in gender split in training data affects performance

Params to vary:

percent female (--percent_female) [0.3, 0.7]
training seed (--train_seed): [359, 130, 809, 700, 114]