@k0t0_belk

videoMD · tier A

k0t0_belk · 60,770 followers · 2026-07-18 11:01 · 43s

Audio track (160.1 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 · 6.2 MB downloaded · 1 keyframes

plays

15,243

likes

614

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 100%

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

Fitness gram will now begin the push-up section Down up One Up Down Fitness gram One down Up One down Up Fitness gram One down Up Up Up Down Up

rtx4090-24-01 · 143 chars · 15.2s speech of 43.7s

On-screen text (OCR)

easyocr

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

Ran, produced no text.