@veruncik0

videoMD · tier A

🇲🇩 · 40,787 followers · 2026-07-22 18:33 · 15s

Audio track (46.6 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 · 693.2 KB downloaded · 1 keyframes

plays

907

likes

173

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.

#fyp #врек

Speech (ASR)

emptyen 36%

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

Move out

rtx4090-24-01 · 8 chars · 0.9s speech of 15.0s

On-screen text (OCR)

rapidocr

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

Ran, produced no text.

Hashtags

#fyp#врек