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jlvdoorn
/
whisper-small.en-atco2-asr

Automatic Speech Recognition
Transformers
PyTorch
TensorBoard
Safetensors
whisper
Generated from Trainer
Model card Files
xet
Metrics Community
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Files changed (4) hide show
  1. README.md +68 -0
  2. generation_config.json +191 -0
  3. pytorch_model.bin +1 -1
  4. runs/Jan15_16-09-27_gpu017/events.out.tfevents.1705331368.gpu017 +2 -2
README.md ADDED
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+ ---
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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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+ - 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.en-atco2-asr
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+ results: []
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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-small.en-atco2-asr
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+
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+ This model is a fine-tuned version of [openai/whisper-small.en](https://huggingface.co/openai/whisper-small.en) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.9789
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+ - Wer: 44.6619
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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: 128
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+ - eval_batch_size: 128
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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: 10
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+ - num_epochs: 100
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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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+ | 1.2761 | 12.5 | 50 | 1.2240 | 36.1655 |
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+ | 0.2584 | 25.0 | 100 | 0.9577 | 37.5890 |
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+ | 0.0796 | 37.5 | 150 | 0.9088 | 45.7295 |
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+ | 0.0172 | 50.0 | 200 | 0.9225 | 44.2171 |
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+ | 0.0095 | 62.5 | 250 | 0.9491 | 35.5872 |
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+ | 0.0067 | 75.0 | 300 | 0.9658 | 45.1512 |
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+ | 0.0061 | 87.5 | 350 | 0.9757 | 45.1068 |
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+ | 0.0055 | 100.0 | 400 | 0.9789 | 44.6619 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.36.2
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+ - Pytorch 2.1.2
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+ - Datasets 2.15.0
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+ - Tokenizers 0.15.0
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