@defovalenty1

videoMD · tier B

defovalenty1 · 6,417 followers · 2026-07-03 14:10 · 8s

Audio track (27.7 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 · 479.9 KB downloaded · 1 keyframes

plays

451

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 89%

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

a nerd, I'm... Bye!

rtx4090-24-02 · 19 chars · 1.4s speech of 8.4s

On-screen text (OCR)

easyocr

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

@isney Twin What? How did he guess?

rtx4090-24-01 · 35 chars · 1 frames