@domnicmqf4t

videoMD · tier A

domnicmqf4t · 266 followers · 2026-07-19 15:05 · 15s

Audio track (47.6 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 · 549.9 KB downloaded · 4 keyframes

plays

300

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.

No caption. True for 83.6% of the corpus.

Speech (ASR)

suspect_enen 85%

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

Open on your back

rtx4090-24-01 · 17 chars · 1.6s speech of 15.9s

On-screen text (OCR)

easyocr

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

TikTok @ nellya4q

rtx5070-16 · 17 chars · 2 frames