← overview

@madaaa.888

videoMD · tier C

Mada.Lina · 29,898 followers · 2026-07-07 12:03 · 17s

https://www.tiktok.com/@madaaa.888/video/7659755469581372692
Audio track (53.1 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 · 1.1 MB downloaded · 1 keyframes

plays
8,089
likes
389
comments
9
shares
1
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.

No caption. True for 83.6% of the corpus.

Speech (ASR)
suspect_enen 80%
faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

I'm not happy.

rtx4090-24-02 · 14 chars · 3.6s speech of 17.7s

On-screen text (OCR)
easyocr
EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

Ran, produced no text.