Hi,

Given a collection of audio files (raw streams) I would like to
determine which of the songs has an acoustic guitar in it.
Coming from speech and language processing I am aware of some
strategies for feature extraction, but not enough to build something
from scratch.

Can anyone point me to simple resources on how to accomplish something
like that? Optimally something example-driven, that is.

-Samuel