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I recently did exactly this to discriminate English text from gibberish. https://github.com/rrenaud/Gibberish-Detector https://github.com/rrenaud/Gibberish-Det

I recently did exactly this to discriminate English text from gibberish. https://github.com/rrenaud/Gibberish-Detector https://github.com/rrenaud/Gibberish-Detector