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whisper-small-egyptian-arabic – AI Model by WafaaFraih | AlphaNeural AI
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whisper-small-egyptian-arabic
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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: 0.7215
Wer Ortho: 66.8617
Wer: 62.2927
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
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant_with_warmup
lr_scheduler_warmup_steps: 50
training_steps: 500
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Ortho
Wer
0.6999
0.7825
500
0.7215
66.8617
62.2927
Framework versions
Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1
