@ksiusa1990

videoMD · tier C

ксюша1990 · 13,295 followers · 2026-04-18 08:12 · 15s

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plays

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comments

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.

#🥰🥰🥰🥰❤️❤️❤️ #creatorsearchinsight #laik #foryo #recomendatii

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

#foryo#creatorsearchinsight#recomendatii#laik