@sonikxvr

photoMD · tier B

sonikxvr · 3,582 followers · 2026-01-20 22:37 · 3 images

eagle · fetched 2026-07-26 08:28 · 267.8 KB downloaded · 3 images

plays

2,982

likes

180

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.

#sonikxvr #fypシ゚ #🇲🇩 #рекомендации #rec

Speech (ASR)

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

Photo post: no audio track exists, so ASR never runs. OCR is the only channel.

On-screen text (OCR)

easyocrcyrillic

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

Ш | Car @qy 0 0 Yash 1

rtx4090-24-02 · 22 chars · 2 frames

Hashtags

#рекомендации#fypシ#rec#sonikxvr