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pipeline_tag: audio-classification
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# Sortformer Diarizer 4spk v1
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[Sortformer](https://arxiv.org/abs/2409.06656)[1] is a novel end-to-end neural model for speaker diarization, trained with unconventional objectives compared to existing end-to-end diarization models.
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A newer streaming Sortformer is available at [huggingface.co/nvidia/diar_streaming_sortformer_4spk-v2](https://huggingface.co/nvidia/diar_streaming_sortformer_4spk-v2).
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# Sortformer Diarizer 4spk v1
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[](#model-architecture)
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[Sortformer](https://arxiv.org/abs/2409.06656)[1] is a novel end-to-end neural model for speaker diarization, trained with unconventional objectives compared to existing end-to-end diarization models.
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