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README.md CHANGED
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  ---
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- license: mit
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  language:
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  - en
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- library_name: transformers
 
 
 
 
 
 
 
 
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  ---
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- This is a finetuned Whisper-small model based on dataset of xxxx, the accuracy has been significantly improved for xxxxx.
 
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- Contact Chris W for further details.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - chris_W/dataset
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+ model-index:
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+ - name: Whisper-Small-dadirri
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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-dadirri
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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 the hearing voice dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.0231
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 100
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+ - training_steps: 400
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | No log | 0.52 | 50 | 3.0035 |
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+ | 4.521 | 1.03 | 100 | 1.4394 |
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+ | 4.521 | 1.55 | 150 | 2.7847 |
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+ | 1.8786 | 2.06 | 200 | 0.4913 |
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+ | 1.8786 | 2.58 | 250 | 0.0458 |
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+ | 0.0755 | 3.09 | 300 | 0.0379 |
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+ | 0.0755 | 3.61 | 350 | 0.0285 |
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+ | 0.0126 | 4.12 | 400 | 0.0231 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.38.0
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+ - Pytorch 2.0.1+cu118
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+ - Datasets 2.19.1
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+ - Tokenizers 0.15.2
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