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cs.SD2024★ 2 cited
EEND-M2F: Masked-attention mask transformers for speaker diarization
Marc Härkönen, Samuel J. Broughton, Lahiru Samarakoon
In this paper, we make the explicit connection between image segmentation methods and end-to-end diarization methods. From these insights, we propose a novel, fully end-to-end diar…
cs.SD2023
Transformer Attractors for Robust and Efficient End-to-End Neural Diarization
Lahiru Samarakoon, Samuel J. Broughton, Marc Härkönen +1
End-to-end neural diarization with encoder-decoder based attractors (EEND-EDA) is a method to perform diarization in a single neural network. EDA handles the diarization of a flexi…