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README.md CHANGED
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- ---
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- license: unknown
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: apache-2.0
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+ base_model: openai/whisper-tiny.en
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - tedlium
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+ metrics:
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+ - wer
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+ model-index:
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+ - name: whisper-tiny-tedlium
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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: tedlium
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+ type: tedlium
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+ config: release1
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+ split: test
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+ args: release1
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+ metrics:
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+ - name: Wer
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+ type: wer
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+ value: 24.245059838575006
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+ ---
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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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+ # whisper-tiny-tedlium
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+
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+ This model is a fine-tuned version of [openai/whisper-tiny.en](https://huggingface.co/openai/whisper-tiny.en) on the tedlium dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 2.2271
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+ - Wer: 24.2451
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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: 16
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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: 200
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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 | Wer |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|
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+ | No log | 0.06 | 20 | 3.5590 | 35.2108 |
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+ | 3.8059 | 0.13 | 40 | 3.0962 | 34.2645 |
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+ | 2.6288 | 0.19 | 60 | 2.7592 | 31.2517 |
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+ | 1.688 | 0.26 | 80 | 2.4428 | 24.8330 |
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+ | 1.2352 | 0.32 | 100 | 2.3773 | 22.4951 |
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+ | 1.2352 | 0.38 | 120 | 2.4088 | 21.6219 |
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+ | 0.9947 | 0.45 | 140 | 2.3161 | 19.5345 |
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+ | 0.9169 | 0.51 | 160 | 2.2712 | 23.5736 |
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+ | 0.8418 | 0.58 | 180 | 2.1986 | 23.2918 |
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+ | 0.8253 | 0.64 | 200 | 2.2271 | 24.2451 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.39.2
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+ - Pytorch 2.2.2+cu121
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+ - Datasets 2.18.0
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+ - Tokenizers 0.15.2
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