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@valy_ok

videoMD · tier B

🇲🇩 Valy_Ok 🇹🇩 · 10,232 followers · 2026-07-17 09:12 · 64s

https://www.tiktok.com/@valy_ok/video/7663422280860716308
Audio track (177.1 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 · 3.3 MB downloaded · 1 keyframes

plays
163
likes
18
comments
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Topic
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Not tagged yet; the sweep is still running.

Caption
Author-written, as posted.

@😇ELLA😇 #tiktoklive #livehighlights #😇ELLA😇fanclub #😇ELLA😇

Speech (ASR)
suspect_enen 67%
faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

wants coffee. Good American, what do you like? Oh, you too good. I'll pack some coffee with you. I make coffee. Is anyone buying anyone's coffee? Let's give a coffee.

rtx4090-24-01 · 166 chars · 10.6s speech of 64.6s

On-screen text (OCR)
macos-visioncyrillic
EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

Посмотрите эфир автора ELLA

m5-vision · 27 chars · 1 frames

Hashtags
#livehighlights#tiktoklive