@guma.nicolina

videoMD · tier C

Guma Nicolina · 544 followers · 2026-07-09 19:25 · 14s

Audio track (42.7 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 · 234.0 KB downloaded · 1 keyframes

plays

475

likes

comments

Topic

culture_historyconf 0.60neutral

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

Keyphrases

O yıllardan mı düşündüğünüz

gpt-4.1-nano · prompt v5 · $0.000110 · 2026-07-27 05:00

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechtr 91%

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

O yıllardan mı düşündüğünüz

rtx4090-24-01 · 27 chars · 3.4s speech of 14.1s

On-screen text (OCR)

easyocr

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

Ran, produced no text.