@nataliaoncea828

videoMD · tier B

Natasha · 10,731 followers · 2026-07-20 18:50 · 45s

Audio track (144.1 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 · 2.4 MB downloaded · 1 keyframes

plays

510

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)

suspect_enen 55%

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

Diggity diggity diggity hey Diggity diggity diggity hey

rtx4090-24-02 · 55 chars · 5.8s speech of 45.5s

On-screen text (OCR)

easyocr

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

Mesterim; construim, ghidusim:

rtx4090-24-01 · 30 chars · 1 frames