@liudmila7904

videoMD · tier A

liuda8000 · 456 followers · 2026-07-09 15:06 · 40s

Audio track (135.7 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 · 1.2 MB downloaded · 1 keyframes

plays

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 82%

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

One, two, three, four!

rtx4090-24-01 · 22 chars · 2.6s speech of 40.8s

On-screen text (OCR)

easyocr

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

Ran, produced no text.