@user567267737

videoMD · tier A

Brown | YT · 112 followers · 2026-07-18 19:16 · 26s

Audio track (76.8 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 · 798.0 KB downloaded · 3 keyframes

plays

577

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)

hallucinationen 59%

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

OOF OOF OOF OOF

rtx4090-24-02 · 15 chars · 2.1s speech of 26.1s

On-screen text (OCR)

macos-vision

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

50 000K

m5-vision · 7 chars · 2 frames