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Baselhany
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fine_tune_Whisper_tiny2

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
Arabic
whisper
Generated from Trainer
Inference Endpoints
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  1. README.md +20 -11
  2. model.safetensors +1 -1
  3. runs/Jan18_05-54-46_073b31bfcd0a/events.out.tfevents.1737200886.073b31bfcd0a.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: 0.0101
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- - Wer: 0.1150
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- - Cer: 0.0408
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  ## Model description
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@@ -57,14 +57,23 @@ 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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- | 0.0101 | 1.0 | 157 | 0.0101 | 0.1162 | 0.0413 |
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- | 0.008 | 2.0 | 314 | 0.0099 | 0.1148 | 0.0406 |
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- | 0.0055 | 3.0 | 471 | 0.0100 | 0.1140 | 0.0384 |
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- | 0.0079 | 4.0 | 628 | 0.0103 | 0.1155 | 0.0401 |
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- | 0.0033 | 5.0 | 785 | 0.0117 | 0.1146 | 0.0409 |
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- | 0.0023 | 6.0 | 942 | 0.0121 | 0.1184 | 0.0402 |
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- | 0.0011 | 7.0 | 1099 | 0.0133 | 0.1204 | 0.0425 |
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- | 0.001 | 8.0 | 1256 | 0.0138 | 0.1166 | 0.0402 |
 
 
 
 
 
 
 
 
 
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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: 0.0148
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+ - Wer: 0.1025
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+ - Cer: 0.0366
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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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+ | 0.0104 | 1.0 | 313 | 0.0092 | 0.1131 | 0.0389 |
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+ | 0.009 | 2.0 | 626 | 0.0091 | 0.1104 | 0.0405 |
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+ | 0.006 | 3.0 | 939 | 0.0093 | 0.1046 | 0.0371 |
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+ | 0.0056 | 4.0 | 1252 | 0.0097 | 0.1061 | 0.0369 |
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+ | 0.002 | 5.0 | 1565 | 0.0110 | 0.1061 | 0.0375 |
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+ | 0.0021 | 6.0 | 1878 | 0.0110 | 0.1052 | 0.0464 |
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+ | 0.0012 | 7.0 | 2191 | 0.0117 | 0.1019 | 0.0353 |
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+ | 0.0008 | 8.0 | 2504 | 0.0126 | 0.1071 | 0.0457 |
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+ | 0.0002 | 9.0 | 2817 | 0.0129 | 0.1019 | 0.0372 |
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+ | 0.0002 | 10.0 | 3130 | 0.0140 | 0.1056 | 0.0380 |
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+ | 0.0001 | 11.0 | 3443 | 0.0138 | 0.1003 | 0.0337 |
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+ | 0.0001 | 12.0 | 3756 | 0.0142 | 0.0977 | 0.0327 |
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+ | 0.0 | 13.0 | 4069 | 0.0146 | 0.1014 | 0.0346 |
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+ | 0.0 | 14.0 | 4382 | 0.0152 | 0.0988 | 0.0340 |
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+ | 0.0 | 15.0 | 4695 | 0.0164 | 0.1040 | 0.0390 |
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+ | 0.0 | 16.0 | 5008 | 0.0161 | 0.1005 | 0.0336 |
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+ | 0.0 | 17.0 | 5321 | 0.0165 | 0.1005 | 0.0330 |
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  ### Framework versions
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runs/Jan18_05-54-46_073b31bfcd0a/events.out.tfevents.1737200886.073b31bfcd0a.18.1 ADDED
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