End of training
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README.md
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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 speaker-segmentation 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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This model is a fine-tuned version of [pyannote/speaker-diarization-3.1](https://huggingface.co/pyannote/speaker-diarization-3.1) on the speaker-segmentation dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3692
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- Model Preparation Time: 0.004
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- Der: 0.1171
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- False Alarm: 0.0608
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- Missed Detection: 0.0237
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- Confusion: 0.0326
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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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| 0.6458 | 1.0 | 47 | 0.3909 | 0.004 | 0.1246 | 0.0619 | 0.0247 | 0.0380 |
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| 0.5198 | 2.0 | 94 | 0.3743 | 0.004 | 0.1243 | 0.0596 | 0.0267 | 0.0379 |
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| 0.4773 | 3.0 | 141 | 0.3716 | 0.004 | 0.1189 | 0.0616 | 0.0230 | 0.0343 |
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| 0.4667 | 4.0 | 188 | 0.3707 | 0.004 | 0.1175 | 0.0600 | 0.0245 | 0.0330 |
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| 0.4657 | 5.0 | 235 | 0.3692 | 0.004 | 0.1171 | 0.0608 | 0.0237 | 0.0326 |
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### Framework versions
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runs/Mar17_06-37-13_4e4c3e5d27a9/events.out.tfevents.1742193485.4e4c3e5d27a9.1299.0
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