@madal1nop

videoMD · tier B

🏴‍☠️ · 349 followers · 2026-07-12 09:40 · 16s

Audio track (51.6 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 · 959.2 KB downloaded · 1 keyframes

plays

3,909

likes

298

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.

😍💜 Scuzati calitatea #foryou #viper #foryoupage #celmaifrumosviper125 #viperpantera125

Speech (ASR)

suspect_enen 26%

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

Yeah, I see what you're gonna do

rtx4090-24-02 · 32 chars · 1.5s speech of 16.8s

On-screen text (OCR)

easyocr

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

Ran, produced no text.

Hashtags

#foryou#foryoupage#viper#celmaifrumosviper125#viperpantera125