@alik.zara

videoMD · tier B

ALIK ZARA · 16,954 followers · 2026-06-18 14:34 · 74s

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plays

27,753

likes

1,086

comments

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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.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

#viraltiktok #creatorsearchinsights #glume #umor #f

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

#creatorsearchinsights#umor#f#viraltiktok#glume