Exact memory–constrained UPGMA for large scale speaker clustering

•We focus on exact hierarchical clustering of large sets of utterances.•Hierarchical clustering is challenging due to memory constraints.•We propose an efficient, exact and parallel implementation of UPGMA clustering.•We extend the Clustering Features concept to speaker recognition scoring functions...

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