@soullframe

videoMD · tier C

soullframe🏴 · 1,047 followers · 2026-05-17 16:48 · 12s

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plays

28,675

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843

comments

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.

🏴 #bmw #videography #msport #motorcycle #moldova🇲🇩

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#bmw#motorcycle#Msport#videography