@leva.dumitru

videoMD · tier C

DLR CONSTRUCT · 2,209 followers · 2026-07-13 20:09 · 22s

Audio track (70.0 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 · 1.8 MB downloaded · 1 keyframes

plays

279

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 47%

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

Some may define it, there's sugar and promise, but it's hard to decide it

rtx4090-24-01 · 73 chars · 3.9s speech of 22.6s

On-screen text (OCR)

easyocr

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

Balustrade Tel 078777050

rtx4090-24-01 · 24 chars · 1 frames