@bircaelena.md7

videoMD · tier C

bircaelena.md7 · 6,469 followers · 2025-12-14 12:46 · 26s

https://www.tiktok.com/@bircaelena.md7/video/7583693988566273292

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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.

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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.

Ce învățăm la curs❤️ Blondul transparent se bazează pe galben controlat. Părul nu trebuie lăsat gol, pentru că atunci își pierde calitatea. Lumina are nevoie de pigment ca să se reflecte frumos. #blonde #blondehair #cursblond #bircaelena #famousstudio

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

#blondehair#blonde#bircaelena#cursblond#famousstudio