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

Loss: 0.2208
Wer: 9.0649

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
0.0103	7.63	1000	0.1628	9.5598
0.0003	15.27	2000	0.2040	9.3514
0.0001	22.9	3000	0.2165	9.0649
0.0001	30.53	4000	0.2208	9.0649

Framework versions

Transformers 4.39.1
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

iulik-pisik/busu_model_small

Whisper Small Romanian - Vreme Florin Busuioc

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

iulik-pisik/
busu_model_small