@kalypsa38

videoMD · tier C

KALYPSA · 24,724 followers · 2026-02-05 14:13 · 23s

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plays

55,827

likes

2,419

comments

1,356

1,559

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.

#concurs #fyp #like #distribuire🙏 #viral @alina_lungu2

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#like#concurs#distribuire