Music Source Separation

16 benchmarks107 papers

Music source separation is the task of decomposing music into its constitutive components, e. g., yielding separated stems for the vocals, bass, and drums.

<span style="color:grey; opacity: 0.6">( Image credit: SigSep )</span>

Benchmarks

Music Source Separation on MUSDB18

SDR (avg)SDR (vocals)SDR (drums)SDR (bass)SDR (other)

Music Source Separation on MUSDB18-HQ

SDR (avg)SDR (bass)SDR (drums)SDR (others)SDR (vocals)

Music Source Separation on Slakh2100

SDR (bass)SDR (drums)SI-SDRi (Bass)Si-SDRi (Drums)Si-SDRi (Guitar)Si-SDRi (Piano)