There are 2 repositories under speaker-change-detection topic.
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
Paper: https://arxiv.org/abs/1702.02285
Speaker change detection using SincNet and an LSTM/Transformer