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End of training
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README.md
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---
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license: apache-2.0
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base_model: openai/whisper-small
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tags:
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- generated_from_trainer
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model-index:
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- name:
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results:
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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#
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on
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## Model description
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- training_steps: 5000
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.41.1
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language:
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- en
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license: apache-2.0
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base_model: openai/whisper-small
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tags:
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- generated_from_trainer
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datasets:
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- UCLASS
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metrics:
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- wer
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model-index:
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- name: Whisper Small En - Sridhar Vanga
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results:
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- task:
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name: Automatic Speech Recognition
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type: automatic-speech-recognition
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dataset:
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name: sridhar1ga/UCLASS
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type: UCLASS
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args: 'config: en'
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metrics:
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- name: Wer
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type: wer
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value: 41.49512459371614
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# Whisper Small En - Sridhar Vanga
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the sridhar1ga/UCLASS dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.0974
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- Wer: 41.4951
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## Model description
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- training_steps: 5000
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:--------:|:----:|:---------------:|:-------:|
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| 0.0513 | 18.5185 | 500 | 1.5771 | 61.3218 |
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| 0.0056 | 37.0370 | 1000 | 1.8013 | 42.1452 |
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| 0.0089 | 55.5556 | 1500 | 1.8905 | 65.0054 |
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| 0.0054 | 74.0741 | 2000 | 1.7860 | 44.9621 |
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| 0.0016 | 92.5926 | 2500 | 1.9571 | 41.9285 |
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| 0.0001 | 111.1111 | 3000 | 2.0281 | 41.0618 |
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| 0.0001 | 129.6296 | 3500 | 2.0595 | 41.9285 |
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| 0.0001 | 148.1481 | 4000 | 2.0805 | 41.3868 |
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| 0.0001 | 166.6667 | 4500 | 2.0927 | 41.4951 |
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| 0.0001 | 185.1852 | 5000 | 2.0974 | 41.4951 |
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### Framework versions
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- Transformers 4.41.1
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