That's not going to be useful for identifying that obscure song at the bar, is it?
The original post is pretty unspecific. Did the professor claim that creating a general system with a large database is impossible? That it's impossible as a term project? That creating a proof of concept system with 3 GB of music from your personal collection is impossible? That simply identifying a song given a part of it and the source file is impossible?
