whisper-small-trail-5-preon – AI Model by gokulraj | AlphaNeural AI

You can deploy this model and start earning money today!

gokulraj/
whisper-small-trail-5-preon

like

0

automatic-speech-recognition

generated_from_trainer

whisper-small-preon-test-1

openai/whisper-small

endpoints_compatible

Views

No views yet

Whisper small

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

Loss: 0.1046
Wer Ortho: 11.8421
Wer: 11.9205

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: constant_with_warmup
lr_scheduler_warmup_steps: 50
training_steps: 500
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer Ortho	Wer
0.4335	5.0	100	0.1326	11.8421	9.2715
0.0049	10.0	200	0.1332	15.7895	13.9073
0.0001	15.0	300	0.1019	11.8421	11.9205
0.0	20.0	400	0.1041	11.8421	11.9205
0.0	25.0	500	0.1046	11.8421	11.9205

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1