@natashanataly8

videoMD · tier B

Nataly · 10,807 followers · 2026-07-06 10:27 · 15s

Audio track (48.4 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 · 808.6 KB downloaded · 1 keyframes

plays

628

likes

comments

Topic

humor_memesconf 0.80neutral

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

Keyphrases

Sev ki sen sevmez

gpt-4.1-nano · prompt v5 · $0.000110 · 2026-07-27 12:00

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechtr 99%

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

Sev ki sen sevmez.

rtx4090-24-01 · 18 chars · 1.9s speech of 15.1s

On-screen text (OCR)

easyocrcyrillic

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

'@ 6 @@К€ [ёп(

rtx5070-16 · 14 chars · 1 frames