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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 (legacy)
Model card Files
xet
Metrics Community
YoussefAshmawy commited on
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Training finished

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Files changed (3) hide show
  1. README.md +10 -10
  2. model.safetensors +1 -1
  3. runs/Dec11_15-44-04_fb7c0e836fe0/events.out.tfevents.1733934576.fb7c0e836fe0.23.1 +3 -0
README.md CHANGED
@@ -20,8 +20,8 @@ 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: 0.0975
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- - Wer: 0.4470
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  ## Model description
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@@ -56,14 +56,14 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Wer |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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- | 0.098 | 2.5 | 100 | 0.0985 | 1.0677 |
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- | 0.0531 | 5.0 | 200 | 0.0816 | 0.7460 |
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- | 0.0342 | 7.5 | 300 | 0.0901 | 0.6404 |
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- | 0.024 | 10.0 | 400 | 0.0886 | 0.6596 |
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- | 0.0147 | 12.5 | 500 | 0.1097 | 0.8419 |
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- | 0.0093 | 15.0 | 600 | 0.1002 | 0.4672 |
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- | 0.0016 | 17.5 | 700 | 0.0982 | 0.4722 |
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- | 0.0002 | 20.0 | 800 | 0.0975 | 0.4470 |
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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: 0.0735
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+ - Wer: 0.4484
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Wer |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | 0.0542 | 2.5 | 100 | 0.0660 | 0.4615 |
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+ | 0.0203 | 5.0 | 200 | 0.0735 | 0.4484 |
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+ | 0.006 | 7.5 | 300 | 0.0850 | 0.4641 |
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+ | 0.0127 | 10.0 | 400 | 0.0923 | 0.5380 |
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+ | 0.0107 | 12.5 | 500 | 0.0984 | 0.5805 |
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+ | 0.0054 | 15.0 | 600 | 0.0979 | 0.4676 |
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+ | 0.0004 | 17.5 | 700 | 0.0944 | 0.4393 |
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+ | 0.0001 | 20.0 | 800 | 0.0940 | 0.4529 |
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  ### Framework versions
model.safetensors CHANGED
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runs/Dec11_15-44-04_fb7c0e836fe0/events.out.tfevents.1733934576.fb7c0e836fe0.23.1 ADDED
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