@nicoleta.fetco

videoMD · tier B

N🇲🇩 · 39 followers · 2026-07-18 17:05 · 6s

Audio track (20.5 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 · 345.9 KB downloaded · 1 keyframes

plays

276

likes

comments

Topic

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

Keyphrases

Bani, bani, bani

gpt-4.1-nano · prompt v4 · $0.000091 · 2026-07-26 08:59

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechro 80%

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

Bani, bani, bani

rtx4090-24-02 · 16 chars · 1.2s speech of 6.4s

On-screen text (OCR)

easyocr

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

Ran, produced no text.