Audio examples for the work "Few-Shot Musical Source Separation" (submitted to ICASSP 2022)

Authors: Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello.

Here, we show 30 examples randomly sampled from the MUSDB18 test set. Each example contains 3 seconds of the original mixture, the output separated by the best performing 5-shot conditioned model, and the output separated by the instrument class-conditioned baseline. We show 10 examples for each of the three target instruments (vocals, drums, and bass).

           Mixture              Separated vocals (5-shot audio-conditioned)    Separated vocals (instrument class-conditioned)

               
               
               
               
               
               
               
               
               
               

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           Mixture              Separated drums (5-shot audio-conditioned)    Separated drums (instrument class-conditioned)

               
               
               
               
               
               
               
               
               
               

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           Mixture              Separated bass (5-shot audio-conditioned)     Separated bass (instrument class-conditioned)

               
               
               
               
               
               
               
               
               
               

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