Samuel J. Broughton

Variance-Covariance Regularization for Improved End-to-End Diarization

End-to-end neural diarization (EEND) methods use just a single neural network. EEND-TA, a recently proposed EEND technique, performs diarization for a flexible number of speakers in a non-autoregressive manner. In this paper, we explore combining EEND-TA with Variance-Covariance Regularization (VCRe…