@ita.md0

videoMD · tier C

ITA.MD (Transport auto) · 364 followers · 2026-07-13 20:33 · 14s

Audio track (44.3 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

456

likes

comments

Topic

vehiclesconf 0.90neutralcommercial

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

Entities

ITA.MD

Keyphrases

tractam orice tip de autoturismactivăm 24/7htel. 068666610

gpt-4.1-nano · prompt v5 · $0.000123 · 2026-07-27 04:56

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechth 77%

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

สวัสดีครับบ Marines

rtx4090-24-01 · 19 chars · 13.5s speech of 14.8s

On-screen text (OCR)

easyocr

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

ITA.MD tractam orice tip de autoturism. activăm 24/7h tel. 068666610 | ITALMD tractam orice tip de autoturism activăm 24/7h tel. 068666610

rtx5070-16 · 138 chars · 2 frames