@volcov.gabriel

videoMD · tier A

G.brixg231 · 27 followers · 2026-07-24 18:42 · 13s

Audio track (40.3 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 · 1.7 MB downloaded · 3 keyframes

plays

266

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.

#fypシ #kukiring2 #goviral #creatorsearchinsights #xyzbca

Speech (ASR)

no_speechen 47%

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

Ran, produced no text (no_speech).

On-screen text (OCR)

easyocr

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

Ran, produced no text.

Hashtags

#fypシ#creatorsearchinsights#goviral#xyzbca#kukiring2