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Graduation_Project_Whisper_tiny_fine_tune_Quran

Automatic Speech Recognition
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Safetensors
Arabic
whisper
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  1. README.md +18 -18
  2. runs/May10_13-02-11_52667cac219c/events.out.tfevents.1746906124.52667cac219c.18.1 +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-tiny](https://huggingface.co/openai/whisper-tiny) 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: 0.0313
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- - Wer: 16.1017
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- - Cer: 5.0675
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  ## Model description
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@@ -57,21 +57,21 @@ 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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- | 0.0002 | 1.0 | 157 | 0.0254 | 18.5125 | 5.9309 |
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- | 0.0003 | 2.0 | 314 | 0.0265 | 19.3648 | 6.2149 |
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- | 0.0005 | 3.0 | 471 | 0.0288 | 20.4790 | 6.5827 |
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- | 0.0007 | 4.0 | 628 | 0.0285 | 20.8647 | 7.2739 |
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- | 0.0007 | 5.0 | 785 | 0.0266 | 20.3076 | 7.0016 |
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- | 0.0005 | 6.0 | 942 | 0.0271 | 21.2742 | 6.7797 |
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- | 0.0004 | 7.0 | 1099 | 0.0302 | 20.7790 | 6.9333 |
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- | 0.0003 | 8.0 | 1256 | 0.0290 | 20.2028 | 6.4168 |
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- | 0.0002 | 9.0 | 1413 | 0.0298 | 19.6791 | 6.6121 |
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- | 0.0001 | 10.0 | 1570 | 0.0314 | 19.1125 | 6.3358 |
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- | 0.0 | 11.0 | 1727 | 0.0331 | 18.4078 | 6.1239 |
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- | 0.0 | 12.0 | 1884 | 0.0327 | 18.2364 | 5.9958 |
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- | 0.0 | 13.0 | 2041 | 0.0336 | 17.3650 | 5.8316 |
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- | 0.0 | 14.0 | 2198 | 0.0337 | 17.1412 | 5.6635 |
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- | 0.0 | 14.9088 | 2340 | 0.0337 | 17.0746 | 5.6452 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) 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: 0.0344
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+ - Wer: 16.1004
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+ - Cer: 5.1378
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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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+ | 0.0023 | 1.0 | 157 | 0.0291 | 18.4363 | 5.9503 |
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+ | 0.0007 | 2.0 | 314 | 0.0258 | 19.4172 | 6.2648 |
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+ | 0.0006 | 3.0 | 471 | 0.0290 | 19.4172 | 6.4596 |
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+ | 0.0007 | 4.0 | 628 | 0.0278 | 20.3124 | 6.5744 |
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+ | 0.0007 | 5.0 | 785 | 0.0307 | 21.0409 | 7.0886 |
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+ | 0.0005 | 6.0 | 942 | 0.0311 | 20.6647 | 6.3780 |
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+ | 0.0004 | 7.0 | 1099 | 0.0321 | 21.0028 | 6.7774 |
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+ | 0.0003 | 8.0 | 1256 | 0.0347 | 19.5172 | 6.0479 |
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+ | 0.0002 | 9.0 | 1413 | 0.0356 | 20.1647 | 6.2282 |
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+ | 0.0001 | 10.0 | 1570 | 0.0358 | 18.5078 | 5.7090 |
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+ | 0.0 | 11.0 | 1727 | 0.0370 | 18.4649 | 5.8249 |
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+ | 0.0 | 12.0 | 1884 | 0.0384 | 17.8316 | 5.5625 |
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+ | 0.0 | 13.0 | 2041 | 0.0384 | 17.1984 | 5.4460 |
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+ | 0.0 | 14.0 | 2198 | 0.0384 | 16.7270 | 5.3628 |
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+ | 0.0 | 14.9088 | 2340 | 0.0385 | 16.6841 | 5.3334 |
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  ### Framework versions
runs/May10_13-02-11_52667cac219c/events.out.tfevents.1746906124.52667cac219c.18.1 ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:30a410034307fc9f85e1be7685778a245c62b678c0dc73f31a8347018b3f3d05
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+ size 453