@ninapolibio1

videoMD · tier B

ninapolibio1 · 417,853 followers · 2026-07-12 10:55 · 11s

Audio track (34.9 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 · 1.6 MB downloaded · 1 keyframes

plays

32,186

likes

1,988

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.

Soon #ninapolibio1 #ninacaldare

Speech (ASR)

no_speechen 51%

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

Ran, produced no text (no_speech).

On-screen text (OCR)

easyocr

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

rtx5070-16 · 2 chars · 1 frames

Hashtags

#ninapolibio1#ninacaldare