@amateur.editsss

videoMD · tier B

Amateur😶‍🌫️ · 1,090 followers · 2026-05-26 20:19 · 17s

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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.

Beautiful Mansory💎#mansory#rr#cullinan #edit#creatorsearchinsights

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#edit#creatorsearchinsights#rr#mansory#cullinan