@materialedeconstruc88

videoMD · tier A

materialedeconstruc88 · 3,917 followers · 2026-07-24 16:21 · 26s

Audio track (88.6 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 · 2.8 MB downloaded · 4 keyframes

plays

2,749

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.

#creatorsearchinsights #recommendations #edinet🇲🇩moldova #materialedeconstructii

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.

uMomenis pele | "Moments EEY

rtx5070-16 · 28 chars · 2 frames

Hashtags

#recommendations#creatorsearchinsights#Edinet#materialedeconstructii