@leonid.stan1

videoMD · tier C

Leonid Stan · 10,305 followers · 2026-07-09 01:02 · 39s

Audio track (118.8 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 · 5.2 MB downloaded · 4 keyframes

plays

6,220

likes

131

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)

emptyro 99%

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

Muzica

rtx4090-24-01 · 6 chars · 11.1s speech of 39.1s

On-screen text (OCR)

easyocr

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

0351

rtx5070-16 · 4 chars · 2 frames