@victor...71

videoMD · tier C

Victor 07 · 2,431 followers · 2025-08-01 19:24 · 34s

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plays

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likes

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comments

751

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.

#w221 #mercedesbenz #####

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

#mercedesbenz#w221