@matematica_adrian

videoMD · tier B

Adrian Ciobanu · 240,378 followers · 2026-07-19 13:09 · 7s

https://www.tiktok.com/@matematica_adrian/video/7664225415543655698

Audio track (22.5 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 · 208.4 KB downloaded · 1 keyframes

plays

215,814

likes

9,826

comments

3,081

Topic

educationconf 0.90neutral

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Entities

adrianadrianciobanu

Keyphrases

matematica_adrian

gpt-4.1-nano · prompt v4 · $0.000096 · 2026-07-26 08:22

Caption

Author-written, as posted.

#matematica_adrian #adrianciobanu

Speech (ASR)

speechar 19%

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

آآ دمكم آآ دمكم آآ مبون

rtx4090-24-02 · 23 chars · 4.7s speech of 7.5s

On-screen text (OCR)

easyocr

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

UM ELEV DIM Romania PrIMIT WOTA 1,50 LA EXAMeN , DAR DUPĂ contestatie a Luat 9,10 COMANDA dorinta 1-50 Nota final raltematica Mota Contestotia 9,10 9,10

rtx4090-24-02 · 153 chars · 1 frames

Hashtags

#adrianciobanu#matematica_adrian