@willy.william10

videoMD · tier C

William ⚜️ · 8,671 followers · 2025-12-26 08:37 · 35s

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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.

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Caption

Author-written, as posted.

#motivation#boxing#discipline#sports#boxing🥊@BloodyRider 🩸

Speech (ASR)

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

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

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Hashtags

#boxing#motivation#discipline#sports