@petrumamulat

videoMD · tier C

Petru Mamulat · 585 followers · 2026-07-15 17:22 · 14s

Audio track (44.2 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 · 712.6 KB downloaded · 4 keyframes

plays

226

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.

Мужыку😎

Speech (ASR)

suspect_enen 100%

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

dangerous.

rtx4090-24-02 · 10 chars · 1.1s speech of 14.3s

On-screen text (OCR)

easyocr

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

POLICE en Police

rtx4090-24-02 · 16 chars · 2 frames