@liuda020

videoMD · tier B

liuda❤️ · 4,714 followers · 2026-07-13 06:59 · 11s

Audio track (38.9 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 · 552.8 KB downloaded · 1 keyframes

plays

650

likes

142

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 · $0.000109 · 2026-07-27 04:59

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 · 17 chars · 1.6s speech of 11.4s

On-screen text (OCR)

easyocr

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

Ran, produced no text.