Which app is that? Most of the well known music identification apps like Shazam use acoustic fingerprinting to identify songs. They work well without using neural nets or deep learning. What benefits does your neural net based app offer over this well known approach?
https://en.m.wikipedia.org/wiki/Acoustic_fingerprint