@kdddddd.1

videoMD · tier C

kdddddd.1 · 412 followers · 2026-06-13 16:07 · 20s

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plays

5,479

likes

413

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.

#mercedes #amg #foryou #fyp #foryoupage

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

#foryou#fyp#foryoupage#amg#mercedes