@matematica_adrian

videoMD · tier B

Adrian Ciobanu · 240,378 followers · 2026-07-18 05:43 · 13s

Audio track (56.0 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 · 1.7 MB downloaded · 1 keyframes

plays

7,452

likes

388

comments

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.

gpt-4.1-nano · prompt v4 · $0.000099 · 2026-07-26 08:22

Caption

Author-written, as posted.

#amintire #matematica_adrian #adrianciobanu

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)

macos-vision

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

18 iul 2025 Remember bro a+ a e 2a a-a=O axa=a? a:a= 1

m5-vision · 54 chars · 1 frames

Hashtags

#amintire#adrianciobanu#matematica_adrian