Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
whisper-small-ar-AASR163762Diacs – AI Model by MohammedNasri | AlphaNeural AI
You can deploy this model and start earning money today!
MohammedNasri
/
whisper-small-ar-AASR163762Diacs
like
0
transformers
pytorch
tensorboard
whisper
automatic-speech-recognition
hf-asr-leaderboard
generated_from_trainer
ar
mozilla-foundation/common_voice_11_0
apache-2.0
model-index
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
Whisper Small ar - Mohammed Nasri
This model is a fine-tuned version of
openai/whisper-small
on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
Loss: 0.2667
Wer: 39.3022
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: 8
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
0.2262
0.05
1000
0.3206
42.6903
0.2
0.1
2000
0.3067
42.8354
0.1944
0.16
3000
0.2863
40.6648
0.1785
0.21
4000
0.2736
39.4675
0.1641
0.26
5000
0.2667
39.3022
Framework versions
Transformers 4.28.0.dev0
Pytorch 1.12.1
Datasets 2.10.1
Tokenizers 0.13.2
