@liuda020

videoMD · tier A

liuda❤️ · 4,714 followers · 2026-07-05 10:08 · 14s

Audio track (46.4 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 · 542.8 KB downloaded · 1 keyframes

plays

339

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)

emptyen 48%

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

Filth up

rtx4090-24-01 · 8 chars · 0.8s speech of 14.1s

On-screen text (OCR)

macos-vision

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

с12

m5-vision · 0 chars · 0 frames