mertyildiran Check out the Converting audio section of my tutorial.
f you get an audio-related error, or there is a visible lag when playing audio, I recommend you convert your channels to mono, change sample rate to 22050 Hz and bit depth to 8. This will reduce audible quality, so play with these values to determine what works best for your game.
These will fix your file size issues and should fix any audio not playing issues.