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videoMD · tier C

bikers brick · 419 followers · 2025-08-16 18:32 · 9s

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plays

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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.

Like for a tut #viral #popular #fyp #lego #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

#viral#fyp#creatorsearchinsights#popular#lego