@natalia.cebotari37

videoMD · tier A

Seremet Natalia · 1,810 followers · 2026-07-20 18:22 · 10s

Audio track (36.3 KB), what ASR actually heard

16 kHz mono Opus. Ogg Opus does not play in Safari; Chrome and Firefox are fine.

eagle · fetched 2026-07-26 05:44 · 143.6 KB downloaded · 4 keyframes

plays

213

likes

comments

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.

No caption. True for 83.6% of the corpus.

Speech (ASR)

emptyru 78%cyrillic

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

эту болью

rtx4090-24-01 · 9 chars · 1.0s speech of 10.2s

On-screen text (OCR)

macos-vision

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

Ran, produced no text.