@mandersoriginal

videoMD · tier C

Manders · 228 followers · 2025-11-27 22:32 · 43s

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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.

#clan не умею монтировать 😅#squad#MBsquad#tiktok#Manders

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

#tiktok#clan#Squad#MBsquad#Manders