@nature_01.01

videoMD · tier dormant

Nature · 126 followers · 2022-03-18 18:19 · 52s

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This post falls outside the fetch window; media covers 2026-06-25 onward. The stored CDN links expire after ~24h and cannot be used instead.

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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.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

#lifestile #nicecity #fyp #bigcitylife🏙 #relax #music #citylife

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

#fyp#music#relax#bigcitylife#citylife#lifestile#nicecity