@marianaagapii2

videoMD · tier A

Mariana Mariana · 6,239 followers · 2026-07-08 16:59 · 11s

https://www.tiktok.com/@marianaagapii2/video/7660202947908865298

Audio track (36.1 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 · 1.2 MB downloaded · 4 keyframes

plays

632

likes

comments

Topic

food_cookingconf 0.80positive

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

Entities

Drive

Keyphrases

cea mai mie mîncaregustomai la Drivecel mai canuni simai gustos

gpt-4.1-nano · prompt v4 · $0.000104 · 2026-07-26 08:41

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

suspect_enen 30%

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

1, 2, 1, let's go

rtx4090-24-02 · 17 chars · 2.3s speech of 11.6s

On-screen text (OCR)

easyocr

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

cea mai mie mîncare pare am mîrat Drive ncomtend si vouă să gustomai la Drive cel mai canuni simai gustos | ce? Tugaremne care am mînc recoman (f |ry@3 gustati ni--suDirivcucel mai calit

rtx4090-24-02 · 186 chars · 2 frames