@zsyyy_13_

videoMD · tier C

V1ka · 1,416 followers · 2025-10-31 12:28 · 8s

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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/com/repost ❤️‍🩹 #fyy #foryoupage #childhood #fypシ゚ #elbruso

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

#fypシ#foryoupage#fyy#childhood#elbruso