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whisper-small-egyptian-arabic-All – AI Model by WafaaFraih | AlphaNeural AI
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whisper-small-egyptian-arabic-All
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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: 0.6220
Wer Ortho: 45.3540
Wer: 40.9544
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: 1500
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Ortho
Wer
0.7241
0.7587
500
0.7187
55.7053
51.3005
0.411
1.5175
1000
0.6399
49.0351
44.4887
0.2807
2.2762
1500
0.6220
45.3540
40.9544
Framework versions
Transformers 4.42.4
Pytorch 2.4.0+cu121
Datasets 2.21.0
Tokenizers 0.19.1
