@nelea_3

videoMD · tier C

_𝔑𝔢𝔩𝔢𝔞_🐉 · 2,474 followers · 2026-07-16 16:09 · 15s

Audio track (52.0 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 · 770.0 KB downloaded · 1 keyframes

plays

780

likes

126

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

Speech (ASR)

suspect_enen 83%

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

Can't pretend to listen on You should sit on your breath

rtx4090-24-02 · 56 chars · 3.1s speech of 15.1s

On-screen text (OCR)

easyocr

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

Ran, produced no text.

Hashtags

#fyp