@srn12x

videoMD · tier C

mr_nk1tx_14 · 908 followers · 2025-07-09 08:57 · 10s

No local media for this post.

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plays

260,311

likes

26,309

comments

364

1,994

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.

#mtb #fyp #viral

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.

No OCR result for this post.

Hashtags

#viral#fyp#mtb