@mutiksander

videoMD · tier A

бомба👿 · 663 followers · 2026-07-21 14:22 · 19s

Audio track (55.4 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 · 2.1 MB downloaded · 1 keyframes

plays

192

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 86%

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

People just might, you guys think they're the same?

rtx4090-24-01 · 51 chars · 4.1s speech of 19.3s

On-screen text (OCR)

easyocr

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

Golr

rtx5070-16 · 4 chars · 1 frames