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videoMD · tier dormant

starsecurity.md · 3,035 followers · 2025-07-11 09:58 · 28s

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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 securitate. #sound #foryou #fyp #hikvision #starsecurity #moldova #ipcam #chisinau

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

#foryou#fyp#moldova#chisinau#sound#hikvision#starsecurity#ipcam