@mandersoriginal

videoMD · tier C

Manders · 228 followers · 2025-10-31 10:58 · 44s

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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.

жду видео с #Mobiles squad и также отмечяйте меня и мойх учясников #aije7484 и #privatik удачи #me#prac

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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On-screen text (OCR)

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#me#Mobiles#aije7484#privatik#prac