@protect.alfa

videoMD · tier dormant

PROTECT ALFA · 1,641 followers · 2026-01-06 11:20 · 29s

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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.

Sisteme de alarmă împortriva incendiilor pentru zone potențial explozive. #tiktok #moldova #md #ex #fire

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

#tiktok#moldova#md#ex#fire