Model selection for deep audio source separation via clustering analysis

Alisa Liu, Prem Seetharaman, Bryan Pardo

Audio source separation is the process of separating a mixture (e.g. a pop band recording) into isolated sounds from individual sources (e.g. just the lead vocals). Deep learning m…