@vioberry.md

videoMD · tier B

vioberry.md · 22,225 followers · 2026-07-08 11:03 · 25s

https://www.tiktok.com/@vioberry.md/video/7660111006504422674

Audio track (66.8 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 · 9.9 MB downloaded · 1 keyframes

plays

1,003

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)

hallucinationru 59%cyrillic

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

Чая рома, если вы хотите, что вы хотите, чтобы вы не хотите, чтобы вы не хотите. Вы не можете, чтобы вы не хотите, чтобы вы не хотите. Это мы получаем в direct серии нашей.

rtx4090-24-02 · 172 chars · 9.3s speech of 25.5s

On-screen text (OCR)

easyocr

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

Ran, produced no text.