End of training
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README.md
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datasets:
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- Shreyask09/synthetic-speaker-diarization-dataset-hindi
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model-index:
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- name: speaker-segmentation-fine-tuned-hindi
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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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# speaker-segmentation-fine-tuned-hindi
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This model is a fine-tuned version of [pyannote/speaker-diarization-3.1](https://huggingface.co/pyannote/speaker-diarization-3.1) on the Shreyask09/synthetic-speaker-diarization-dataset-hindi dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Model Preparation Time: 0.
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- Der: 0.
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- False Alarm: 0.
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- Missed Detection: 0.
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- Confusion: 0.
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Model Preparation Time | Der | False Alarm | Missed Detection | Confusion |
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|:-------------:|:-----:|:----:|:---------------:|:----------------------:|:------:|:-----------:|:----------------:|:---------:|
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### Framework versions
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datasets:
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- Shreyask09/synthetic-speaker-diarization-dataset-hindi
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model-index:
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- name: speaker-segmentation-fine-tuned-hindi
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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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# speaker-segmentation-fine-tuned-hindi
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This model is a fine-tuned version of [pyannote/speaker-diarization-3.1](https://huggingface.co/pyannote/speaker-diarization-3.1) on the Shreyask09/synthetic-speaker-diarization-dataset-hindi dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3013
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- Model Preparation Time: 0.004
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- Der: 0.1018
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- False Alarm: 0.0131
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- Missed Detection: 0.0241
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- Confusion: 0.0646
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Model Preparation Time | Der | False Alarm | Missed Detection | Confusion |
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|:-------------:|:-----:|:----:|:---------------:|:----------------------:|:------:|:-----------:|:----------------:|:---------:|
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| 0.3506 | 1.0 | 219 | 0.3386 | 0.004 | 0.1165 | 0.0156 | 0.0288 | 0.0722 |
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| 0.2898 | 2.0 | 438 | 0.3218 | 0.004 | 0.1080 | 0.0131 | 0.0267 | 0.0682 |
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| 0.2479 | 3.0 | 657 | 0.3004 | 0.004 | 0.1034 | 0.0134 | 0.0245 | 0.0655 |
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| 0.2413 | 4.0 | 876 | 0.3027 | 0.004 | 0.1020 | 0.0129 | 0.0244 | 0.0647 |
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| 0.2506 | 5.0 | 1095 | 0.3013 | 0.004 | 0.1018 | 0.0131 | 0.0241 | 0.0646 |
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### Framework versions
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model.safetensors
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