@soullframe

videoMD · tier C

soullframe🏴 · 1,047 followers · 2026-04-12 20:05 · 48s

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This post falls outside the fetch window; media covers 2026-06-25 onward. The stored CDN links expire after ~24h and cannot be used instead.

plays

19,393

likes

1,771

comments

157

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.

#fyppppppppppppppppppppppp #foryoupage #foryou #bmw #x5e53 🏴

Speech (ASR)

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

Not transcribed yet.

On-screen text (OCR)

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

No OCR result for this post.

Hashtags

#foryou#foryoupage#bmw#fyppppppppppppppppppppppp#x5e53