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@_oana.19

videoMD ยท tier C

๐’๐’‚๐’๐’‚๐Ÿ•ท๏ธ ยท 1,322 followers ยท 2026-05-19 12:53 ยท 8s

https://www.tiktok.com/@_oana.19/video/7641585271686925589

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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.

๐…๐ซ๐ฎ๐ฆ๐ฎ๐ฌ๐ž๐ญฬฆ๐ž๐š รฎ๐ง๐œ๐ž๐ฉ๐ž ๐š๐œ๐จ๐ฅ๐จ ๐ฎ๐ง๐๐ž ๐ฌ๐ž ๐š๐ฎ๐๐ž ๐ฆ๐จ๐ญ๐จ๐ซ๐ฎ๐ฅ!#recommendations #bikegirl #๐Ÿ๏ธ๐Ÿ”ฅ #motobike

Speech (ASR)
faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Not transcribed yet.

On-screen text (OCR)
EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags
#recommendations#bikegirl#motobike