iulik-pisik/busu_model_tiny

Whisper Tiny Romanian - Vreme Florin Busuioc

This model is a fine-tuned version of openai/whisper-tiny on the Vreme ProTv - Florin Busuioc dataset. It achieves the following results on the evaluation set:

• Loss: 0.3196
• Wer: 15.5509

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: 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: 4000
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0349	7.63	1000	0.2170	16.5147
0.0018	15.27	2000	0.2874	15.6030
0.0009	22.9	3000	0.3114	15.5249
0.0006	30.53	4000	0.3196	15.5509

Framework versions

• Transformers 4.39.1
• Pytorch 2.2.1+cu121
• Datasets 2.18.0
• Tokenizers 0.15.2