CookieMonster99/whisper-small-KR

Whisper Small KR - CookieMoster99

This model is a fine-tuned version of openai/whisper-small on the zeroth-korean dataset. It achieves the following results on the evaluation set:

• Loss: 0.1037
• Wer: 40.8824

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: 1e-05
• 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: 500
• training_steps: 3000

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0294	0.18	1000	0.1502	30.7936
0.0375	0.36	2000	0.1191	44.9179
0.0286	0.54	3000	0.1037	40.8824

Framework versions

• Transformers 4.32.0.dev0
• Pytorch 2.0.1+cu118
• Datasets 2.14.3
• Tokenizers 0.13.3