@madlenka1226

videoMD · tier C

Madlena Albina · 1,046 followers · 2026-07-10 14:59 · 10s

Audio track (28.1 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 · 536.0 KB downloaded · 4 keyframes

plays

228

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 65%

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

Thank you.

rtx4090-24-02 · 10 chars · 0.6s speech of 10.1s

On-screen text (OCR)

easyocr

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

That % | That 1%

rtx4090-24-02 · 16 chars · 2 frames