@adriansofroni

videoMD · tier C

𝐒𝐅𝐑.𝐌𝐞𝐝𝐢𝐚📸 · 290 followers · 2026-07-03 19:51 · 21s

Audio track (65.6 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

964

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.

3D pagani #fyp#pagani#creatorsearchinsights #creator#recommendations

Speech (ASR)

no_speechen 51%

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#recommendations#creatorsearchinsights#creator#pagani