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whisper-small-egyptian-arabic-3 – AI Model by WafaaFraih | AlphaNeural AI
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tensorboard
safetensors
whisper
generated_from_trainer
ar
ayoubkirouane/darija-stt-mix
openai/whisper-small
finetune
apache-2.0
model-index
us
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Whisper Small Egyptian Arabic
This model is a fine-tuned version of
openai/whisper-small
on the Darija STT Mix dataset. It achieves the following results on the evaluation set:
Loss: 0.6617
Wer Ortho: 52.9142
Wer: 48.7048
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: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 200
training_steps: 1000
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Ortho
Wer
0.6715
0.8203
500
0.7303
64.8593
60.5440
0.4268
1.6407
1000
0.6617
52.9142
48.7048
Framework versions
Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1
