@maniunya86

videoMD · tier A

VLADMAX · 273 followers · 2026-07-16 07:03 · 15s

Audio track (51.3 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 · 1.3 MB downloaded · 4 keyframes

plays

185

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.

#vladmax #haine #calitate #pretbun #original

Speech (ASR)

suspect_enen 75%

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

Look, hey, look at this, look, hey, hey, look at this, look

rtx4090-24-02 · 59 chars · 4.7s speech of 16.0s

On-screen text (OCR)

easyocr

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

Ran, produced no text.

Hashtags

#calitate#original#pretbun#haine#vladmax