Simultaneous Separation and Transcription of Mixtures with Multiple Polyphonic and Percussive Instruments

Ethan Manilow, Prem Seetharaman, Bryan Pardo

We present a single deep learning architecture that can both separate an audio recording of a musical mixture into constituent single-instrument recordings and transcribe these ins…