You can deploy this model and start earning money today!

sumukhshadakshari/
whisper-finetuned-all-3

Name: whisper-finetuned-all-3
Availability: InStock

automatic-speech-recognition

generated_from_trainer

Views

No views yet

sumukhshadakshari/whisper-finetuned-all-3

This model is a fine-tuned version of openai/whisper-tiny on the AtCO2_UWB, Atcosim, Bial dataset. It achieves the following results on the evaluation set:

Loss: 1.0967
Wer: 7.6923

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: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1
num_epochs: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
1.0967	1.0	1	1.0967	7.6923
1.0967	2.0	2	1.0967	7.6923

Framework versions

Transformers 4.45.2
Pytorch 2.4.1
Datasets 2.21.0
Tokenizers 0.20.1