Instead of 10 bits per word, do only 1 or 2. Go back to using first 1 or 2 bits of the checksum of the Double Metaphone.
This permits a nice interactive UI in which the user can type text, seeking to match a target binary string. 50% or 25% of words work to advance the binary cursor. Any lower and it will be too frustrating.
Continue to omit a known list of common form words: articles, conjunctions, helping verbs, linking verbs, short prepositions. These are too easy to mix up when memorizing.
Inspired by an idea of a mnemonic for pi in binary: a sentence with word lengths mod 2. But avoid word length because of variations in spelling, e.g., color colour.
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