whisper-english – AI Model by Devanshj7 | AlphaNeural AI

You can deploy this model and start earning money today!

Devanshj7/
whisper-english

like

0

automatic-speech-recognition

generated_from_trainer

openai/whisper-small

endpoints_compatible

Views

No views yet

whisper-small-hi-2

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

Loss: 0.2909
Wer: 7.6142

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: 4
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
training_steps: 1000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.1271	2.63	100	0.2529	7.3604
0.0246	5.26	200	0.2495	8.6294
0.0087	7.89	300	0.2712	8.8832
0.0011	10.53	400	0.2693	8.8832
0.0002	13.16	500	0.2760	8.6294
0.0002	15.79	600	0.2853	7.8680
0.0001	18.42	700	0.2866	7.6142
0.0001	21.05	800	0.2889	7.6142
0.0001	23.68	900	0.2904	7.6142
0.0001	26.32	1000	0.2909	7.6142

Framework versions

Transformers 4.40.0.dev0
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2