@4stroke.soul_

videoMD · tier B

4stroke.soul_ · 970 followers · 2026-06-17 06:50 · 20s

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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.

@nxsdenisaaa🐰🏍️ ❤️👸🏻❤️My lov ❤️#viral #recomendation #loveyou #song

Speech (ASR)

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

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On-screen text (OCR)

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

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Hashtags

#recomendation#viral#loveyou#song