Supervised Hierarchical Clustering using Graph Neural Networks for Speaker Diarization

Prachi Singh, Amrit Kaul, Sriram Ganapathy

Conventional methods for speaker diarization involve windowing an audio file into short segments to extract speaker embeddings, followed by an unsupervised clustering of the embedd…