@marianaagapii2

videoMD · tier B

Mariana Mariana · 6,239 followers · 2026-07-04 22:13 · 9s

Audio track (31.3 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 · 281.8 KB downloaded · 1 keyframes

plays

1,238

likes

128

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 32%

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

I tell I know

rtx4090-24-01 · 13 chars · 1.4s speech of 9.0s

On-screen text (OCR)

easyocr

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

Ran, produced no text.