Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
wav2vec2-base-arabic-reuse-english-token-ids-v1 – AI Model by Mohammadawad1 | AlphaNeural AI
You can deploy this model and start earning money today!
Mohammadawad1
/
wav2vec2-base-arabic-reuse-english-token-ids-v1
like
0
transformers
tensorboard
safetensors
wav2vec2
automatic-speech-recognition
generated_from_trainer
common_voice_17_0
Mohammadawad1/wav2vec2-base-arabic-reuse-english-token-ids
finetune
apache-2.0
model-index
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
wav2vec2-base-arabic-reuse-english-token-ids-v1
This model is a fine-tuned version of
Mohammadawad1/wav2vec2-base-arabic-reuse-english-token-ids
on the common_voice_17_0 dataset. It achieves the following results on the evaluation set:
Loss: 0.6327
Wer: 0.5653
Cer: 0.1718
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
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: constant_with_warmup
lr_scheduler_warmup_steps: 50
num_epochs: 4
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
Cer
0.7225
1.0
884
0.7277
0.6487
0.2029
0.6297
2.0
1768
0.6988
0.6166
0.1885
0.5761
3.0
2652
0.6481
0.5852
0.1794
0.5289
4.0
3536
0.6327
0.5653
0.1718
Framework versions
Transformers 4.52.4
Pytorch 2.6.0+cu124
Datasets 2.18.0
Tokenizers 0.21.2
