@arturcik_429_1

videoMD · tier A

𝔸𝕣𝕥𝕦𝕣𝕔𝕚𝕜 𝔹𝕝𝕒𝕔𝕜 · 1,919 followers · 2026-07-11 05:33 · 9s

Audio track (32.3 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 · 151.9 KB downloaded · 1 keyframes

plays

221

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.

#nicework #fyp #fypシ #tiktokmalaysia

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#fypシ#tiktokmalaysia#nicework