@md.s3rial_d3sign4ti0n_x

videoMD · tier C

⭐🪽 · 826 followers · 2026-05-10 00:36 · 28s

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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.

ooo shotout to my cousins @FISTDA @bomboclat😛 @☆°lemon°☆ #monsterenergy #artcommisionsareopen #fyppppppppppppppppppppppp #fyp #viral

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

#viral#fyp#fyppppppppppppppppppppppp#monsterenergy#artcommisionsareopen