@valerka25265

videoMD · tier B

Valerush🇲🇩🇲🇩 · 3,336 followers · 2026-03-15 13:05 · 13s

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plays

90,632

likes

383

comments

113

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 #viraltiktok

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

#viraltiktok#creatorsearchinsight