@ciobanu947

videoMD · tier A

boss👨🏻‍💼 · 74 followers · 2026-07-25 07:51 · 13s

Audio track (44.1 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 · 218.1 KB downloaded · 1 keyframes

plays

151

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 38%

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

Better than I get

rtx4090-24-01 · 17 chars · 1.2s speech of 13.0s

On-screen text (OCR)

easyocr

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

10 50 2

rtx5070-16 · 7 chars · 1 frames