@daniella.www

videoMD · tier A

Daniella.www · 121,733 followers · 2026-07-15 20:29 · 13s

Audio track (46.7 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 · 999.8 KB downloaded · 1 keyframes

plays

54,180

likes

2,925

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 60%

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

This little boy this is what we can do it by China

rtx4090-24-01 · 50 chars · 5.2s speech of 13.4s

On-screen text (OCR)

easyocr

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

Ran, produced no text.