@mariana.popa6340

videoMD · tier B

Mariana Popa · 289 followers · 2026-07-09 16:13 · 23s

Audio track (79.5 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 · 2.1 MB downloaded · 1 keyframes

plays

122

likes

comments

Topic

otherconf 0.50neutral

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

Keyphrases

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gpt-4.1-nano · prompt v5 · $0.000110 · 2026-07-27 04:58

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechro 99%

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

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rtx4090-24-01 · 20 chars · 2.1s speech of 23.6s

On-screen text (OCR)

easyocr

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

9 { '5

rtx5070-16 · 6 chars · 1 frames