This blog post contains audio processing projects for students

Audio Steganography

Audio Watermarking using Matlab

Audio classification 

Audio segmentation

Audio Fingerprinting

Audio source seperation

Music retrieval

Music recommendation

Beat Tracking

Onset detection in audio