@nataliadonoga

videoMD · tier A

nataliadonoga · 866 followers · 2026-07-15 07:28 · 10s

Audio track (31.6 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 · 840.2 KB downloaded · 1 keyframes

plays

180

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

доброе сердцечистые намерения

gpt-4.1-nano · prompt v4 · $0.000097 · 2026-07-26 08:02

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechru 100%cyrillic

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

Всегда помните, если у вас доброе сердце и чистые намерения, вы никого не теряете. Это они теряют вас.

rtx4090-24-01 · 102 chars · 9.7s speech of 10.1s

On-screen text (OCR)

easyocr

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

rtx4090-24-01 · 1 chars · 1 frames