whisper-large-children-ft – AI Model by HouraMor | AlphaNeural AI

You can deploy this model and start earning money today!

HouraMor/
whisper-large-children-ft

like

0

generated_from_trainer

openai/whisper-large

Views

No views yet

whisper-large-children-ft

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

Loss: 0.8308
Wer: 0.7942
Cer: 0.6731

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: 5000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer	Cer
0.9663	0.2	1000	0.9738	1.1973	1.0267
0.8767	0.4	2000	0.9192	0.9408	0.8104
0.8277	0.59	3000	0.8746	0.8052	0.6862
0.6799	0.79	4000	0.8483	0.8404	0.7421
0.6919	0.99	5000	0.8308	0.7942	0.6731

Framework versions

Transformers 4.39.3
Pytorch 2.1.1+cu118
Datasets 3.5.1
Tokenizers 0.15.2