I built a MIDI controller with an old organ keyboard, an Arduino and two hc595 shift registers. It is documented in my blog (it's written in french, but maybe the sketch and schematics will be of some help?)
.... Of course, you can do synthesis on PC, there are open source / free software available on-line
This would probably be easier for your needs.
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