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videoMD · tier dormant

🆕️$Samira$🆚️$Mira$♒️ · 92 followers · 2025-08-28 16:20 · 114s

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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.

Video#communityfest2025 #Trend#Fyp#@creator search insights

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

#fyp#trend#communityfest2025