@cristina.nicoara05

videoMD · tier B

cristina.nicoara05 · 6,719 followers · 2026-07-04 07:44 · 7s

Audio track (22.8 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 · 246.7 KB downloaded · 3 keyframes

plays

12,431

likes

368

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.

#iubire #familie #totceammaiscump #foryou #111

Speech (ASR)

suspect_enen 66%

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

How does it melt?

rtx4090-24-01 · 17 chars · 0.8s speech of 7.5s

On-screen text (OCR)

macos-vision

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

AL DOILEA

m5-vision · 9 chars · 1 frames

Hashtags

#iubire#foryou#111#familie#totceammaiscump