How to Convert Standard MIDI files to WAV Audio Format

Applications->Add/Remove Programs->and Install Timidity
from prompt: $timidity [midi_filename].mid -Ow -o [wav_filename].wav

You can also check out the manual: $man timidity
if you want to output to a different format.

Reference: Thanks to Ubuntu Philippine Team especially to Samhain13! :)