@irinabulat10

videoMD · tier B

Irina Bulat · 1,127 followers · 2026-07-24 03:48 · 5s

Audio track (16.0 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 · 291.6 KB downloaded · 1 keyframes

plays

272

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.

Ca răspuns pentru @Family Mobila Așteptăm rândul

Speech (ASR)

suspect_enen 41%

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

Thank you. Thank you, Mr. Biden.

rtx4090-24-02 · 32 chars · 2.7s speech of 5.7s

On-screen text (OCR)

easyocr

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

Fomauunceu Famlluab Ooo piceni

rtx4090-24-02 · 30 chars · 1 frames