@alex_md51

videoMD · tier B

☦️𝕬𝖑𝖊𝖝.bln🤍🇲🇩 · 280 followers · 2026-04-15 13:28 · 12s

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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.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

#реки #рекомендации #fypppppppppppppp #challenge #edit

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

#challenge#edit#рекомендации#реки#fypppppppppppppp