snu-nia-12/wav2vec2-large_nia12_phone-ipa_english

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wav2vec2-large-nia12phone-ipaenglish

This model is a fine-tuned version of facebook/wav2vec2-large on the TIMIT dataset. It achieves the following results on the evaluation set:

• —Loss: 0.1531
• —Per: 0.0638

Model description

More information needed

Training and evaluation data

Trained & Evaluated on TIMIT dataset

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 0.0001
• —trainbatchsize: 64
• —evalbatchsize: 16
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_steps: 1000
• —num_epochs: 100
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.20.0
• —Pytorch 1.12.1+cu113
• —Datasets 2.6.2.dev0
• —Tokenizers 0.12.1