Uncompressed WAV are easy on the CPU but WAV also takes a lot of RAM compared to MIDI. So if you already hit the memory limit, I recommend using MIDI instead of WAV.
@Nino did a comparison of the CPU usage between WAV and hardware synth and his conclusion was:
ADPCM is indeed the cpu-friendliest way of playing music