@kalypsa38

videoMD · tier C

KALYPSA · 24,724 followers · 2026-01-29 16:21 · 116s

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Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

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Caption

Author-written, as posted.

Un somn bun.,începe cu o pijama calitativă ✨🤍#somn #perfect #calitate #fyp #tiktok @alina_lungu2

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Not transcribed yet.

On-screen text (OCR)

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#tiktok#fyp#perfect#somn#calitate