@mad2gether

videoMD · tier B

Ana & Sasha · 221,762 followers · 2026-07-10 10:26 · 9s

Audio track (31.7 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 · 759.5 KB downloaded · 1 keyframes

plays

42,279

likes

1,652

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.

Сняли и мы этот тренд 😀

Speech (ASR)

suspect_enen 89%

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

Walk them like this, walk them like the dog.

rtx4090-24-02 · 44 chars · 1.5s speech of 9.6s

On-screen text (OCR)

easyocr

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

Ran, produced no text.