I have searched from sourceforge and found this software:
http://sourceforge.net/projects/marf/
(Modular Audio Recognition Framework)
It is written in Java and therefore source codes is modifiable.
Work well for both OS platforms.(Windows and Linux)
I have never tried on this masterpiece, will give some update once I have tested.