@calambur_

videoMD · tier C

Calambur · 105,051 followers · 2025-12-13 19:03 · 90s

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plays

83,576

likes

5,337

comments

426

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.

@CalamburShows @kivia&calambur😂 @Ana-Maria

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.