wav2vec2-large-xls-r-1b-korean-sample2

This model is a fine-tuned version of facebook/wav2vec2-xls-r-1b on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.1283
• Cer: 0.0294

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: 4
• 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
0.3415	1.0	11471	0.2666	0.0750
0.1997	2.0	22942	0.1617	0.0415
0.1153	3.0	34413	0.1283	0.0294

Framework versions

• Transformers 4.18.0
• Pytorch 1.13.0
• Datasets 2.6.1
• Tokenizers 0.11.0