Put both your game and it's sounds in a folder. Then configure the sound path to only it's name.
For example: bullet.wav instead of C:\Users\Something\Documents\bullet.wav
If you want to put sounds inside the exe, then I don't know how.
Also, I didn't understand very well your space invaders question.