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    • Zhaoheng Ni's avatar
      Add SourceSeparationBundle to prototype (#2440) · 83362580
      Zhaoheng Ni authored
      Summary:
      - Add SourceSeparationBundle class for source separation pipeline
      - Add `CONVTASNET_BASE_LIBRI2MIX` that is trained on Libri2Mix dataset.
      - Add integration test with example mixture audio and expected scale-invariant signal-to-distortion ratio (Si-SDR) score. The test computes the Si-SDR score with permutation-invariant training (PIT) criterion for all permutations of sources and use the highest value as the final output. The test verifies if the score is equal to or larger than the expected value.
      
      Pull Request resolved: https://github.com/pytorch/audio/pull/2440
      
      Reviewed By: mthrok
      
      Differential Revision: D37997646
      
      Pulled By: nateanl
      
      fbshipit-source-id: c951bcbbe8b7ed9553cb8793d6dc1ef90d5a29fe
      83362580