@monicutza.spamm

videoMD · tier B

𝓜. · 877 followers · 2026-07-10 13:19 · 9s

Audio track (32.0 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 · 801.2 KB downloaded · 1 keyframes

plays

4,991

likes

467

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.

#no me no problem #foryoupage❤️❤️ #fipシ #fipシviral❤video❤tiktokforyourpage #fipシviral❤video❤tiktokforyourpage 🐷

Speech (ASR)

suspect_enen 86%

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

problem no problem

rtx4090-24-02 · 18 chars · 4.0s speech of 10.0s

On-screen text (OCR)

macos-vision

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

[о Ме 1 Ш

m5-vision · 5 chars · 1 frames

Hashtags

#foryoupage#no#fipシviral#fipシ