@mad2gether

videoMD · tier B

Ana & Sasha · 221,762 followers · 2026-07-05 17:37 · 9s

Audio track (31.5 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 · 765.8 KB downloaded · 1 keyframes

plays

74,598

likes

4,660

comments

948

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.

😂😂

Speech (ASR)

emptyes 73%

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

He de ti

rtx4090-24-01 · 8 chars · 1.5s speech of 9.9s

On-screen text (OCR)

macos-visioncyrillic

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

- ты сегодня будешь пить?

m5-vision · 25 chars · 1 frames