@user4122246156708

videoMD · tier C

NIKITA · 14 followers · 2026-07-08 07:02 · 14s

Audio track (53.8 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 · 1.1 MB downloaded · 4 keyframes

plays

125

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 59%

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

Don't fall

rtx4090-24-02 · 10 chars · 1.2s speech of 14.0s

On-screen text (OCR)

easyocr

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

Ronald Iani | nani Oaaldo

rtx4090-24-02 · 25 chars · 2 frames