@toderascuandrian

videoMD · tier A

Toderascu Andrian · 8,998 followers · 2026-07-06 19:47 · 14s

Audio track (45.3 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 · 807.2 KB downloaded · 3 keyframes

plays

446

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 86%

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

On a back, on a back, on a back

rtx4090-24-02 · 31 chars · 1.8s speech of 14.7s

On-screen text (OCR)

macos-vision

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

ха егсан

m5-vision · 3 chars · 1 frames