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vizard

From Long-Form to Social Gold: A Repeatable Workflow with SSDs, a Library, and Smart Automation

Summary Key Takeaway: A simple, repeatable workflow turns long-form sessions into scheduled social clips without adding headcount. Claim: Long-form videos become scalable social output when capture, storage, AI clipping, and scheduling are standardized. * Long-form content needs a repeatable system to become platform-ready clips at scale. * The three-pillar workflow: working SSDs,

By Kevin Z.

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Who Spoke When? A Creator’s Guide to Speaker Diarization, Evaluation, and Workflow Automation

Summary Key Takeaway: Creators need reliable “who spoke when” signals to turn long videos into clear transcripts and watchable, speaker-aware clips. Claim: Diarization quality directly impacts clip quality, caption accuracy, and editorial speed. * Speaker diarization turns chaotic transcripts into usable clips and captions. * DER alone can hide failures with overlap,

By Kevin Z.