@leonid.stan1

videoMD · tier C

Leonid Stan · 10,305 followers · 2026-07-02 19:24 · 34s

Audio track (103.1 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 · 3.6 MB downloaded · 4 keyframes

plays

6,445

likes

119

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

rtx4090-24-02 · 6 chars · 6.6s speech of 34.6s

On-screen text (OCR)

easyocr

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

Ran, produced no text.