@riloffstyle

videoMD · tier B

Rîloff Style · 6,248 followers · 2026-01-07 18:04 · 453s

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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.

o scara recent finisata 068195943 #stair #stairs #staircase #architecture #interiordesign

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

#interiordesign#architecture#staircase#stairs#stair