@niger9994

videoMD · tier C

niger999 · 31 followers · 2026-07-04 15:03 · 14s

Audio track (45.0 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 · 608.5 KB 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 55%

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

Red Widow has more

rtx4090-24-02 · 18 chars · 1.4s speech of 14.1s

On-screen text (OCR)

easyocr

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

TikTok garvade

rtx4090-24-01 · 14 chars · 1 frames