@niko.lin0

videoMD · tier B

Niko🪐 · 16,370 followers · 2026-07-01 16:39 · 10s

Audio track (33.9 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 · 123.8 KB downloaded · 1 keyframes

plays

1,856

likes

153

comments

Topic

educationconf 0.90positive

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

Entities

romaniamoldova

Keyphrases

amintiriscoalaexamenelerezultatele

gpt-4.1-nano · prompt v4 · $0.000102 · 2026-07-26 07:45

Caption

Author-written, as posted.

Culoarea asta va păstra multe amintiri || #fyp #romania #moldova #scoala #9

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.

Ullimile oe Ultimudt clopotet Allsoloinea Înccputul , vouii Examenele Rezultatele

rtx4090-24-02 · 81 chars · 1 frames

Hashtags

#fyp#9#moldova#romania#școală