Speech vs Music classification I want to determine which parts of an audio file contain speech respectively music.

I hope someone has a made something like this or can tell me where to start. Can you please suggest some method or tutorial for doing the same?
The appropriate technique is machine learning. Some keywords you could search for are "music speech discrimination", and you could look at this survey. (These pointers came from Vor's comment.)