@valeriu.999

videoMD · tier B

valeriu.999 · 5,201 followers · 2026-07-13 15:49 · 59s

Audio track (204.1 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 · 18.5 MB downloaded · 3 keyframes

plays

232

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 91%

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

You're looking for God in money. Control.

rtx4090-24-01 · 41 chars · 8.3s speech of 59.0s

On-screen text (OCR)

easyocr

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

Ran, produced no text.