@badan.vlad

videoMD · tier B

Badan Vlad · 26,094 followers · 2026-06-25 08:34 · 69s

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plays

79,023

likes

1,302

comments

304

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.

Noutăți importante pentru șoferii din Moldova #moldova #eu #permis #sofer #auto

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

#moldova#sofer#eu#permis#auto