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@vttg081

videoMD · tier B

ᴛᴏʀɢᴀɪ ᴠᴀʟᴇʀʏᴀ 🥥 · 3,585 followers · 2026-07-23 11:03 · 15s

https://www.tiktok.com/@vttg081/video/7665677344471928084
Audio track (53.3 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 · 197.6 KB downloaded · 1 keyframes

plays
406
likes
82
comments
9
shares
0
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.

Habibi Ya🖤 #black #viraltiktok #happymoments

Speech (ASR)
no_speechen 51%
faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Ran, produced no text (no_speech).

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

Ran, produced no text.

Hashtags
#viraltiktok#black#happymoments