@ludmila.bichersch

videoMD · tier A

Ludmila Bicherschi · 712 followers · 2026-07-25 07:59 · 12s

Audio track (36.2 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 · 1.0 MB downloaded · 4 keyframes

plays

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.

Entities

septembrie

Keyphrases

o septembrie

gpt-4.1-nano · prompt v5 · $0.000109 · 2026-07-27 05:00

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechpt 39%

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

Yeah, o setembro

rtx4090-24-02 · 16 chars · 1.4s speech of 12.1s

On-screen text (OCR)

easyocr

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

rtx4090-24-01 · 1 chars · 2 frames