@digit4al.vlad

videoMD · tier C

Vlad Slus ✰ · 194 followers · 2026-07-18 06:26 · 6s

Audio track (23.5 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 · 385.0 KB downloaded · 1 keyframes

plays

474

likes

comments

Topic

vehiclesconf 0.60neutral

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

Entities

trolikumilano

Keyphrases

candte-aiurcatihn trolikunou siai ajunsinlocde telecentrula

gpt-4.1-nano · prompt v5 · $0.000120 · 2026-07-27 04:57

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

no_speechen 51%

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

Ran, produced no text (no_speech).

On-screen text (OCR)

easyocr

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

candte-aiurcatihn troliku nou siai ajunsinlocde telecentrula milano

rtx5070-16 · 67 chars · 1 frames