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amirhusein/
whisper-small-finetuned

Name: whisper-small-finetuned
Rating: 2.5 (5 reviews)

automatic-speech-recognition

generated_from_trainer

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Whisper Small ID - The Court Football Metrics - Amir Husein

This model is a fine-tuned version of openai/whisper-small on the The Court Football Metrics v1 dataset. It achieves the following results on the evaluation set:

Loss: 0.2534
Wer: 1.7964

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: 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: 50
training_steps: 500
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.1179	3.7037	100	0.2313	34.2814
0.0348	7.4074	200	0.2055	3.1437
0.0016	11.1111	300	0.2503	1.9461
0.0001	14.8148	400	0.2483	1.7964
0.0001	18.5185	500	0.2534	1.7964

Framework versions

Transformers 4.42.3
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

amirhusein/whisper-small-finetuned

Whisper Small ID - The Court Football Metrics - Amir Husein

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

amirhusein/
whisper-small-finetuned