@liliachiriac4

videoMD · tier B

Lilia · 2,627 followers · 2026-07-16 11:02 · 20s

Audio track (68.4 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 · 623.8 KB downloaded · 1 keyframes

plays

231

likes

comments

Topic

humor_memesconf 0.60neutral

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 · $0.000111 · 2026-07-27 04:56

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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rtx4090-24-02 · 20 chars · 2.1s speech of 20.2s

On-screen text (OCR)

easyocr

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

Ran, produced no text.