Speech recognition
I would love to see speech recognition become mainstream in computers. That means speech2text conversion, mainly for dictation and less for commands (even though I know commands are easier due to the finite number of possibilities). text2speech already exists but it is not interesting for me, since I read faster than I listen.
Here is a page on the UbuntuWiki that mentions Julius, Sphinx and VoxForge.
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