@liudmila140

videoMD · tier A

Liudmila @ · 15,703 followers · 2026-07-14 11:40 · 14s

Audio track (52.1 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 · 893.5 KB downloaded · 1 keyframes

plays

939

likes

250

comments

Topic

humor_memesconf 0.60neutral

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

Keyphrases

Милая мадам бонжур

gpt-4.1-nano · prompt v4 · $0.000093 · 2026-07-26 07:47

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechru 68%cyrillic

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

Милая мадам бонжур

rtx4090-24-01 · 18 chars · 2.4s speech of 14.9s

On-screen text (OCR)

easyocr

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

Ran, produced no text.