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]
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