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Editorial Team
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Editorial Team
Asked: May 16, 20262026-05-16T01:07:15+00:00 2026-05-16T01:07:15+00:00

I know there have been several posts about random word generation based on large

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I know there have been several posts about random word generation based on large dictionaries or web lookups. However, I’m looking for a word generator which I can use to create strong password without symbols. What I’m looking for is a reliable mechanism to generate a random, non recognised, English word of a given length.

An example of the type of word would be “ratanta” etc.

Are there any algorithms that understand compatible syllables and therefore generate a pronouncable output string? I know that certain captcha style controls generate these types of words but I’m unsure whether they use an algorithm or whether they are sourced from a large set as well.

If there are any .Net implementations of this type of functionality I would be very interested to know.

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  1. Editorial Team
    Editorial Team
    2026-05-16T01:07:16+00:00Added an answer on May 16, 2026 at 1:07 am

    There are several things you can do:

    1) Research English syllable structure, and generate syllables following those rules

    2) Employ Markov chains to get a statistical model of English phonology.

    There are plenty of resources on Markov chains, but the main idea is to record the probability of there being any particular letter after a certain sequence. For instance, after “q”, “u” is very very likely; after “k”, “q” is very very unlikely (this employs 1-length Markov chains); or, after “th”, “e” is very likely (this employs 2-length Markov chains).

    If you go the syllable model route, you can use resources like this to help you elucidate your intuitions about your language.

    UPDATE:

    3) You can make it much simpler by not simulating full English, but, say, Japanese, or Italian, where rules are much easier, and if it’s a nonsense word it is as easy to remember as a nonsense English word. For instance, Japanese only has about 94 valid syllables (47 short, 47 long), and you can list all of them easily and pick at random.

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