@casatoolsmd

videoMD · tier B

Casa Tools · 390 followers · 2026-07-19 14:37 · 17s

Audio track (48.2 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 · 462.6 KB downloaded · 4 keyframes

plays

169

likes

comments

Topic

food_cookingconf 0.90neutralcommercial

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

Keyphrases

Livrare toata taracomenzi

gpt-4.1-nano · prompt v4 · $0.000096 · 2026-07-26 07:46

Caption

Author-written, as posted.

#toatalumea

Speech (ASR)

suspect_enen 52%

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

I'll give it a break.

rtx4090-24-02 · 21 chars · 1.1s speech of 17.3s

On-screen text (OCR)

easyocr

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

Livrare toata tara! 061056862 Pentru comenzi LeceAi 2 | Livrare toata tara! 06105686 entru comelizi [ocut 4

rtx4090-24-01 · 107 chars · 2 frames

Hashtags

#toatalumea