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@@ -18,21 +18,20 @@ The available datasets are the CallHome (Japanese, Chinese, German, Spanish, Eng
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Each model has been fine-tuned on a specific Callhome language subset. They achieve better performances on multilingual data compared to pyannote's pre-trained [segmentation-3.0](https://huggingface.co/pyannote/segmentation-3.0) model:
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| Callhome test dataset subset
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| | Fine-tuned | **18.23** | 6.31 | **6.91** | **5.01** |
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| Spanish | Pretrained
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| | Fine-tuned | **25.72** | 6.87 | **12.73** | 6.12 |
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| English | Pretrained
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| | Fine-tuned | **18.40** | 7.10 | **6.98** | **4.32** |
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| German | Pretrained
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| | Fine-tuned | **16.75** | 5.00 | **7.75** | **4.00** |
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| Chinese | Pretrained
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| | Fine-tuned | **15.95** | 5.04 | **7.24** | **3.68**
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Note: Results have been obtained using the [test script](https://github.com/kamilakesbi/diarizers/blob/main/test_segmentation.py) from diarizers.
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Together with diarizers-community, we release:
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Each model has been fine-tuned on a specific Callhome language subset. They achieve better performances on multilingual data compared to pyannote's pre-trained [segmentation-3.0](https://huggingface.co/pyannote/segmentation-3.0) model:
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| [Callhome](https://huggingface.co/datasets/diarizers-community/callhome) test dataset subset| Model | DER | False alarm | Missed detection| Confusion |
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| ------------------------| ------------- | ------------- | ------------- | --------------- | ------------- |
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| Japanese | [Pretrained](https://huggingface.co/pyannote/segmentation-3.0) | 25.44 | **2.30** | 17.45 | 5.69 |
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| | [Fine-tuned](https://huggingface.co/diarizers-community/speaker-segmentation-fine-tuned-callhome-jpn) | **18.23** | 6.31 | **6.91** | **5.01** |
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| Spanish | [Pretrained](https://huggingface.co/pyannote/segmentation-3.0) | 33.44 | **2.59** | 25.19 | **5.66** |
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| | [Fine-tuned](https://huggingface.co/diarizers-community/speaker-segmentation-fine-tuned-callhome-spa) | **25.72** | 6.87 | **12.73** | 6.12 |
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| English | [Pretrained](https://huggingface.co/pyannote/segmentation-3.0) | 22.16 | **6.29** | 10.97 | 4.90 |
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| | [Fine-tuned](https://huggingface.co/diarizers-community/speaker-segmentation-fine-tuned-callhome-eng) | **18.40** | 7.10 | **6.98** | **4.32** |
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| German | [Pretrained](https://huggingface.co/pyannote/segmentation-3.0) | 21.90 | **3.10** | 14.25 | 4.55 |
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| | [Fine-tuned](https://huggingface.co/diarizers-community/speaker-segmentation-fine-tuned-callhome-deu) | **16.75** | 5.00 | **7.75** | **4.00** |
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| Chinese | [Pretrained](https://huggingface.co/pyannote/segmentation-3.0) | 19.73 | **4.81** | 9.82 | 5.11 |
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| | [Fine-tuned](https://huggingface.co/diarizers-community/speaker-segmentation-fine-tuned-callhome-zho) | **15.95** | 5.04 | **7.24** | **3.68** |
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Results are in %. They have been obtained using the [test script](https://github.com/kamilakesbi/diarizers/blob/main/test_segmentation.py) from diarizers.
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Together with diarizers-community, we release:
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