@serii.111

videoMD · tier C

serii 777 · 2,738 followers · 2026-03-15 15:25 · 13s

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plays

44,384

likes

1,335

comments

3,189

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.

😘🎂🍾La Multi ani!!!#Cinili meu drag🍾🎂😘#creatorsearchinsight #👍👍👍👍👍👍

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.

No OCR result for this post.

Hashtags

#creatorsearchinsight#Cinili