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From Speech to Shorts: A Practical Guide to Turn Detection, Diarization, and Automated Clip Creation
Summary * Turn detection identifies when a speaker has finished speaking — essential for real-time systems. * Speaker diarization tracks who is speaking and when — critical for transcripts and slicing long videos. * Open-source tools like Pyannote, Nemo, and SmartTurn enable custom pipelines but require engineering effort. * Overlapping speech and short utterances