@cristisircu666

videoMD · tier C

Cristi Sircu · 4,517 followers · 2026-05-23 15:19 · 8s

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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.

#porshe #bmw #7series #auto #moldova

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

#moldova#bmw#7series#auto#porshe