@qianca_

videoMD · tier B

qianca_🧚🏽‍♂️ · 1,710 followers · 2026-02-03 20:50 · 24s

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plays

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likes

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comments

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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.

#fyyyyyyyyyyyyyyyy #stiucanuosaaparpefy #foryoupage❤️❤️ #aigrijanebunuleee✌🏻😂😂

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

#foryoupage#fyyyyyyyyyyyyyyyy#stiucanuosaaparpefy#aigrijanebunuleee