@familiaselist

videoMD · tier C

Familiașelist · 11,198 followers · 2026-07-02 10:29 · 21s

Audio track (60.1 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 · 1.1 MB downloaded · 1 keyframes

plays

382

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.

#YouTube #familiașelist ##abonațivă

Speech (ASR)

suspect_enen 31%

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

Mm-hmm. Mm-hmm.

rtx4090-24-01 · 15 chars · 1.9s speech of 21.5s

On-screen text (OCR)

easyocr

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

UES

rtx5070-16 · 3 chars · 1 frames

Hashtags

#youtube#abonativa#familiașelist