2025
Self-Tuning Spectral Clustering for Speaker Diarization
ICASSP 2025accepted
Spectral clustering has proven effective in grouping speech representations for speaker diarization tasks, although post-processing the affinity matrix remains difficult due to the need for careful tuning before constructing the Laplacian. In this study, we present a novel pruning algorithm to creat…