@..maladoi..shots..0

videoMD · tier C

🇩🇪 · 527 followers · 2026-07-13 16:39 · 16s

Audio track (49.9 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 · 2.7 MB downloaded · 4 keyframes

plays

640

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.

#мка #creatorsearchinsights #foryoupage #foryou #m3cs

Speech (ASR)

no_speechen 51%

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

Ran, produced no text (no_speech).

On-screen text (OCR)

easyocr

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

11 TEN

rtx4090-24-01 · 6 chars · 2 frames

Hashtags

#foryou#foryoupage#creatorsearchinsights#m3cs#мка