rishabhjain16/whisper-tiny_to_kaggle_albanian

Whisper tiny Albanian Test

This model is a fine-tuned version of openai/whisper-base on the Common Voice 16 Albanian dataset. It achieves the following results on the evaluation set:

• Loss: 0.6337
• Wer: 57.7369

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: 16
• 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: 500
• training_steps: 2500

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.8378	0.24	500	0.9927	77.2125
0.6385	0.49	1000	0.7570	66.3803
0.5949	0.73	1500	0.6877	60.9592
0.549	0.97	2000	0.6461	58.7106
0.4715	1.22	2500	0.6337	57.7369

Framework versions

• Transformers 4.39.0.dev0
• Pytorch 2.1.0+cu121
• Datasets 2.17.1
• Tokenizers 0.15.2