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From Labeled Audio to Snackable Clips: A Practical, Evaluation-First Guide
Summary Key Takeaway: Reliable audio features and creator workflows start with clean, consistent labels. Claim: High-quality, well-evaluated annotations directly improve downstream model and editing outcomes. * Audio annotation is the backbone of reliable speech and sound features. * A five-stage workflow—collect, clean, label, review, export—keeps data usable.