@annafringher

videoMD · tier A

D.M.S👑🌹 · 259 followers · 2026-07-10 12:39 · 11s

Audio track (36.1 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 · 1.2 MB downloaded · 4 keyframes

plays

166

likes

comments

Topic

humor_memesconf 0.80positive

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

Keyphrases

Çok pardon don aşkımBütün kızlar bende

gpt-4.1-nano · prompt v5 · $0.000114 · 2026-07-27 16:00

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechtr 97%

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

Çok pardon don aşkım çok pardon don Bütün kızlar bende

rtx4090-24-01 · 54 chars · 4.8s speech of 11.8s

On-screen text (OCR)

easyocr

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

Ran, produced no text.