@delkaymd

videoMD · tier C

delkaymd · 1,104 followers · 2026-06-26 12:44 · 19s

Audio track (66.0 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 · 2.4 MB downloaded · 3 keyframes

plays

1,612

likes

201

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.

A legend 😍 (bad edit🙁) @simonsss_s63 #m5 #f10 #bmwmotorsport #recommendations #fyp @𝚛𝚞𝚜𝚜𝚒𝚔.𝚙𝚛𝚘𝚍 @𝓙𝓝𝓚

Speech (ASR)

emptyen 53%

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

You

rtx4090-24-02 · 3 chars · 1.5s speech of 19.6s

On-screen text (OCR)

easyocrcyrillic

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

CHH 5003 A0

rtx4090-24-02 · 9 chars · 2 frames

Hashtags

#fyp#recommendations#bmwmotorsport#f10#m5