wav2vec2-large-xls-r-1b-korean-convsen1

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: 0.0014
• Cer: 0.0002

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
1.3161	1.0	1762	0.1495	0.0443
0.1188	2.0	3524	0.0125	0.0033
0.0399	3.0	5286	0.0014	0.0002

Framework versions

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