@alex.celbun

videoMD · tier C

Alex CelBun · 93 followers · 2025-10-27 12:39 · 21s

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This post falls outside the fetch window; media covers 2026-06-25 onward. The stored CDN links expire after ~24h and cannot be used instead.

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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.

😍🍁🍂🍄‍🟫 Codrii Moldovei #moldova #nature #forest #travel #roadtrip

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

#nature#moldova#travel#roadtrip#forest