@viorel.marandici12

videoMD · tier A

Я Сын Своего Отца · 9,785 followers · 2026-07-13 01:13 · 36s

Audio track (100.0 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 · 1.6 MB downloaded · 4 keyframes

plays

16,209

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.

Hmm. Hmm. He was mad. Ha ha ha.

rtx4090-24-01 · 31 chars · 4.9s speech of 34.9s

On-screen text (OCR)

easyocr

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

# ;: #5 | 1 6 7

rtx4090-24-01 · 15 chars · 2 frames