@taniusabalmus

videoMD · tier B

❤️T.B🖤 · 1,636 followers · 2026-03-15 18:05 · 15s

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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.

#ochiiverzi #5pasidebine💫🖤🥺foryu😐❤ #moment #fypシ゚

Speech (ASR)

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

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Hashtags

#fypシ#5pasidebine#moment#ochiiverzi