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- # Sortformer Diarizer 4spk v1
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  <style>
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  <img src="sortformer-v1-model.png" width="450" />
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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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  <img src="sortformer-v1-model.png" width="450" />
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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.