Hiro-nguyen
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README.md
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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-base.en
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tags:
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- hf-asr-leaderboard
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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-base.en](https://huggingface.co/openai/whisper-base.en) on the
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## Model description
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- training_steps: 1000
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### Framework versions
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---
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license: apache-2.0
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base_model: openai/whisper-base.en
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tags:
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- generated_from_trainer
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metrics:
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- wer
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model-index:
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- name: whisper-small-hi
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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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# whisper-small-hi
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This model is a fine-tuned version of [openai/whisper-base.en](https://huggingface.co/openai/whisper-base.en) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0003
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- Wer: 1.2422
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## Model description
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- training_steps: 1000
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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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| 1.5447 | 33.33 | 100 | 1.2099 | 11.4907 |
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| 0.4211 | 66.67 | 200 | 0.3868 | 1.5528 |
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| 0.0987 | 100.0 | 300 | 0.0761 | 1.8634 |
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| 0.006 | 133.33 | 400 | 0.0040 | 1.2422 |
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| 0.0011 | 166.67 | 500 | 0.0010 | 1.2422 |
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| 0.0006 | 200.0 | 600 | 0.0006 | 1.2422 |
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| 0.0004 | 233.33 | 700 | 0.0004 | 1.2422 |
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| 0.0003 | 266.67 | 800 | 0.0003 | 1.2422 |
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| 0.0003 | 300.0 | 900 | 0.0003 | 1.2422 |
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| 0.0003 | 333.33 | 1000 | 0.0003 | 1.2422 |
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### Framework versions
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model.safetensors
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