kamilakesbi
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End of training
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README.md
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the diarizers-community/callhome dataset.
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It achieves the following results on the evaluation set:
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## Model description
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- lr_scheduler_type: cosine
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Der | False Alarm | Missed Detection | Confusion |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:-----------:|:----------------:|:---------:|
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| 0.5956 | 1.0 | 336 | 0.6028 | 0.2004 | 0.0637 | 0.0824 | 0.0543 |
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| 0.5696 | 2.0 | 672 | 0.6137 | 0.2001 | 0.0760 | 0.0741 | 0.0500 |
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| 0.5334 | 3.0 | 1008 | 0.5886 | 0.1941 | 0.0787 | 0.0701 | 0.0453 |
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| 0.5168 | 4.0 | 1344 | 0.5914 | 0.1933 | 0.0745 | 0.0723 | 0.0465 |
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| 0.5174 | 5.0 | 1680 | 0.5893 | 0.1935 | 0.0760 | 0.0713 | 0.0461 |
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### Framework versions
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- Transformers 4.40.0
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- Pytorch 2.2.1+cu121
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- Datasets 2.
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- Tokenizers 0.19.1
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the diarizers-community/callhome dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 0.8263
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- eval_der: 0.2702
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- eval_false_alarm: 0.0280
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- eval_missed_detection: 0.1843
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- eval_confusion: 0.0579
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- eval_runtime: 80.4369
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- eval_samples_per_second: 8.64
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- eval_steps_per_second: 0.274
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- step: 0
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## Model description
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- lr_scheduler_type: cosine
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- num_epochs: 5
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### Framework versions
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- Transformers 4.40.0
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- Pytorch 2.2.1+cu121
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- Datasets 2.19.0
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- Tokenizers 0.19.1
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model.safetensors
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