I built a music synthesiser which was able to create new sounds that you conceived in your mind and it could find the synthesizer parameters to mimic a recorded sound of a real instrument.
You can download my thesis about the synthesizer here
Here are some of the new sounds which I produced
1. Glassy sound
2. Organ like sound
3. Oboe like sound