@morarudoina195

videoMD · tier A

doina · 12,342 followers · 2026-07-22 21:31 · 25s

Audio track (79.3 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 · 2.1 MB downloaded · 4 keyframes

plays

241

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 69%

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

Music star

rtx4090-24-01 · 10 chars · 2.5s speech of 25.4s

On-screen text (OCR)

easyocr

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

rtx4090-24-01 · 1 chars · 2 frames