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# Sortformer Diarizer 4spk
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<style>
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img {
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<img src="sortformer-v1-model.png" width="450" />
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</div>
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## NVIDIA NeMo
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To train, fine-tune or perform diarization with Sortformer, you will need to install [NVIDIA NeMo](https://github.com/NVIDIA/NeMo)[5]. We recommend you install it after you've installed Cython and latest PyTorch version.
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# Streaming Sortformer Diarizer 4spk v2
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<style>
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img {
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<img src="sortformer-v1-model.png" width="450" />
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</div>
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<div align="center">
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<img src="streaming_sortformer_ani.gif" width="450" />
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</div>
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## NVIDIA NeMo
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To train, fine-tune or perform diarization with Sortformer, you will need to install [NVIDIA NeMo](https://github.com/NVIDIA/NeMo)[5]. We recommend you install it after you've installed Cython and latest PyTorch version.
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