Beta
Explore
Marketplace
Neural Labs
Playground
Wallet
Docs
ABG_STT – AI Model by rahafvii | AlphaNeural AI
You can deploy this model and start earning money today!
rahafvii
/
ABG_STT
like
0
transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
generated_from_trainer
ar
mozilla-foundation/common_voice_13_0
openai/whisper-small
finetune
apache-2.0
model-index
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
arabic Whisper Small
This model is a fine-tuned version of
openai/whisper-small
on the Common Voice 13.0 dataset. It achieves the following results on the evaluation set:
Loss: 0.3384
Wer: 44.4075
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: 4000
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.3476
0.4148
1000
0.4130
52.3435
0.2522
0.8295
2000
0.3676
49.2305
0.1606
1.2443
3000
0.3475
44.8855
0.161
1.6591
4000
0.3384
44.4075
Framework versions
Transformers 4.44.2
Pytorch 2.3.0+cu118
Datasets 3.0.0
Tokenizers 0.19.1
