@amateur.editsss

videoMD · tier B

Amateur😶‍🌫️ · 1,090 followers · 2026-06-13 19:01 · 11s

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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.

X5 40i X Honda Civic💎❤️‍🔥#bmw#honda#civic#x5#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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#bmw#creatorsearchinsights#x5#honda#civic