@bircaelena.md7

videoMD · tier C

bircaelena.md7 · 6,469 followers · 2025-12-10 17:15 · 139s

https://www.tiktok.com/@bircaelena.md7/video/7582278990929333560

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This post falls outside the fetch window; media covers 2026-06-25 onward. The stored CDN links expire after ~24h and cannot be used instead.

plays

391,391

likes

7,066

comments

250

487

Topic

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

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

Blondul este mereu un examen, chiar și pentru un specialist cu experiență. Un astfel de păr se comportă aproape ca un radical liber: instabil, sensibil și pregătit să intre în orice reacție. #blonde #blond #viral_video #cursosonline #blondehair #viral #jahkhalib #khalib #russian #music @Famous Studio

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

#viral#music#viral_video#blondehair#jahkhalib#blonde#blond#russian#cursosonline#khalib