Evonne P. C. Lee

Spectral Clustering-Aware Learning of Embeddings for Speaker Diarisation

In speaker diarisation, speaker embedding extraction models often suffer from the mismatch between their training loss functions and the speaker clustering method. In this paper, we propose the method of spectral clustering-aware learning of embeddings (SCALE) to address the mismatch. Specifically,…