@serghei_razvan

videoMD · tier C

Vacaras Serghei · 2,972 followers · 2025-07-15 15:04 · 40s

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plays

49,997

likes

435

comments

326

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.

#creatorsearchinsights #foryoupage #porumbfiert🌽🌽

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

#foryoupage#creatorsearchinsights#porumbfiert