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--- |
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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.en |
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tags: |
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- nyansapo_ai-asr-leaderboard |
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- generated_from_trainer |
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datasets: |
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- NyansapoAI/azure-dataset |
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metrics: |
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- wer |
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model-index: |
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- name: whisper-small.en |
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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: Azure-dataset |
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type: NyansapoAI/azure-dataset |
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config: default |
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split: test |
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args: 'split: test' |
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metrics: |
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- name: Wer |
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type: wer |
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value: 12.02020202020202 |
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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 |
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This model is a fine-tuned version of [openai/whisper-small.en](https://huggingface.co/openai/whisper-small.en) on the Azure-dataset dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.0191 |
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- Wer: 12.0202 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 1e-05 |
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- train_batch_size: 16 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- lr_scheduler_warmup_steps: 500 |
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- training_steps: 2500 |
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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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| 0.1119 | 3.11 | 500 | 0.0303 | 27.8788 | |
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| 0.0514 | 6.21 | 1000 | 0.0196 | 16.4646 | |
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| 0.0489 | 9.32 | 1500 | 0.0193 | 9.8990 | |
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| 0.0478 | 12.42 | 2000 | 0.0193 | 11.9192 | |
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| 0.0493 | 15.53 | 2500 | 0.0191 | 12.0202 | |
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### Framework versions |
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- Transformers 4.33.0.dev0 |
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- Pytorch 2.0.1 |
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- Datasets 2.14.4 |
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- Tokenizers 0.13.3 |
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