wav2vec2-large-xls-r-300m-korean-sen3

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.0111
• Cer: 0.0014

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 0.0001
• train_batch_size: 4
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 1000
• num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Cer
4.7932	1.0	1614	0.2858	0.0740
0.153	2.0	3228	0.0290	0.0054
0.08	3.0	4842	0.0111	0.0014

Framework versions

• Transformers 4.17.0
• Pytorch 1.12.0
• Datasets 1.18.3
• Tokenizers 0.11.0