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YoussefAshmawy
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Graduation_Project_Whisper_base

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
Arabic
whisper
Generated from Trainer
arabic
quran
Eval Results
Model card Files
xet
Metrics Community
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Training finished

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  1. README.md +28 -28
  2. model.safetensors +1 -1
  3. runs/Dec30_14-19-35_b4865769cf7b/events.out.tfevents.1735568380.b4865769cf7b.23.0 +2 -2
  4. runs/Dec30_14-19-35_b4865769cf7b/events.out.tfevents.1735604510.b4865769cf7b.23.1 +3 -0
README.md CHANGED
@@ -20,9 +20,9 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the quran-ayat-speech-to-text dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.0131
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- - Wer: 0.0768
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- - Cer: 0.0318
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  ## Model description
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@@ -57,31 +57,31 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
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  |:-------------:|:-------:|:-----:|:---------------:|:------:|:------:|
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- | 0.0074 | 0.9990 | 512 | 0.0070 | 0.0780 | 0.0313 |
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- | 0.0054 | 2.0 | 1025 | 0.0080 | 0.0834 | 0.0334 |
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- | 0.0022 | 2.9990 | 1537 | 0.0097 | 0.0914 | 0.0351 |
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- | 0.0016 | 4.0 | 2050 | 0.0100 | 0.0907 | 0.0329 |
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- | 0.0012 | 4.9990 | 2562 | 0.0099 | 0.0871 | 0.0331 |
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- | 0.0013 | 6.0 | 3075 | 0.0104 | 0.0907 | 0.0379 |
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- | 0.0008 | 6.9990 | 3587 | 0.0111 | 0.0948 | 0.0339 |
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- | 0.0008 | 8.0 | 4100 | 0.0104 | 0.0896 | 0.0341 |
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- | 0.0005 | 8.9990 | 4612 | 0.0118 | 0.0885 | 0.0353 |
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- | 0.0005 | 10.0 | 5125 | 0.0105 | 0.0822 | 0.0290 |
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- | 0.0006 | 10.9990 | 5637 | 0.0108 | 0.0901 | 0.0328 |
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- | 0.0005 | 12.0 | 6150 | 0.0109 | 0.0825 | 0.0316 |
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- | 0.0001 | 12.9990 | 6662 | 0.0119 | 0.0858 | 0.0331 |
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- | 0.0003 | 14.0 | 7175 | 0.0116 | 0.0900 | 0.0336 |
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- | 0.0002 | 14.9990 | 7687 | 0.0118 | 0.0921 | 0.0346 |
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- | 0.0002 | 16.0 | 8200 | 0.0117 | 0.0867 | 0.0344 |
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- | 0.0002 | 16.9990 | 8712 | 0.0123 | 0.0849 | 0.0324 |
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- | 0.0001 | 18.0 | 9225 | 0.0120 | 0.0767 | 0.0290 |
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- | 0.0 | 18.9990 | 9737 | 0.0117 | 0.0773 | 0.0297 |
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- | 0.0 | 20.0 | 10250 | 0.0118 | 0.0767 | 0.0300 |
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- | 0.0 | 20.9990 | 10762 | 0.0120 | 0.0766 | 0.0309 |
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- | 0.0 | 22.0 | 11275 | 0.0122 | 0.0753 | 0.0305 |
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- | 0.0 | 22.9990 | 11787 | 0.0123 | 0.0751 | 0.0301 |
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- | 0.0 | 24.0 | 12300 | 0.0132 | 0.0763 | 0.0316 |
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- | 0.0 | 24.9756 | 12800 | 0.0124 | 0.0751 | 0.0303 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the quran-ayat-speech-to-text dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.0067
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+ - Wer: 0.0780
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+ - Cer: 0.0308
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
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  |:-------------:|:-------:|:-----:|:---------------:|:------:|:------:|
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+ | 0.0035 | 0.9990 | 512 | 0.0064 | 0.0713 | 0.0269 |
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+ | 0.0036 | 2.0 | 1025 | 0.0079 | 0.0862 | 0.0344 |
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+ | 0.0024 | 2.9990 | 1537 | 0.0084 | 0.0852 | 0.0321 |
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+ | 0.0014 | 4.0 | 2050 | 0.0089 | 0.0887 | 0.0341 |
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+ | 0.0013 | 4.9990 | 2562 | 0.0104 | 0.0876 | 0.0336 |
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+ | 0.0008 | 6.0 | 3075 | 0.0104 | 0.0930 | 0.0357 |
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+ | 0.0013 | 6.9990 | 3587 | 0.0109 | 0.1008 | 0.0400 |
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+ | 0.0006 | 8.0 | 4100 | 0.0102 | 0.0851 | 0.0342 |
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+ | 0.0007 | 8.9990 | 4612 | 0.0107 | 0.0898 | 0.0350 |
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+ | 0.0004 | 10.0 | 5125 | 0.0111 | 0.0896 | 0.0342 |
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+ | 0.0004 | 10.9990 | 5637 | 0.0106 | 0.0847 | 0.0309 |
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+ | 0.0003 | 12.0 | 6150 | 0.0111 | 0.0845 | 0.0325 |
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+ | 0.0003 | 12.9990 | 6662 | 0.0116 | 0.0820 | 0.0307 |
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+ | 0.0004 | 14.0 | 7175 | 0.0120 | 0.0851 | 0.0315 |
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+ | 0.0001 | 14.9990 | 7687 | 0.0116 | 0.0840 | 0.0352 |
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+ | 0.0001 | 16.0 | 8200 | 0.0116 | 0.0847 | 0.0329 |
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+ | 0.0001 | 16.9990 | 8712 | 0.0116 | 0.0795 | 0.0331 |
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+ | 0.0 | 18.0 | 9225 | 0.0119 | 0.0813 | 0.0304 |
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+ | 0.0 | 18.9990 | 9737 | 0.0123 | 0.0843 | 0.0334 |
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+ | 0.0 | 20.0 | 10250 | 0.0124 | 0.0820 | 0.0317 |
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+ | 0.0 | 20.9990 | 10762 | 0.0129 | 0.0831 | 0.0315 |
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+ | 0.0 | 22.0 | 11275 | 0.0122 | 0.0833 | 0.0323 |
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+ | 0.0003 | 22.9990 | 11787 | 0.0120 | 0.0843 | 0.0335 |
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+ | 0.0 | 24.0 | 12300 | 0.0117 | 0.0777 | 0.0304 |
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+ | 0.0 | 24.9756 | 12800 | 0.0123 | 0.0818 | 0.0318 |
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  ### Framework versions
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