Robustness to noise

This is the number of percentage points lost according to accuracy 1 when computed on the 465 song excerpts after distortions of the signal: downsampling/resampling, gsm encoding/decoding, filtering, volume change, addition of reverberation and white noise (with a signal-to-noise ratio of 20 dB).

  1. Anonymous -0.22
  2. Dixon_auco 0.22
  3. Klapuri 0.43
  4. Scheirer 1.29
  5. Tzan_histsumbands 3.48
  6. Uhle 4.52
  7. Dixon_trac 5.08
  8. Tzan_medsumbands 6.24
  9. Tzan_medmultibands 6.45
  10. Dixon_indu 12.47
  11. Alonso_auco 15.91
  12. Alonso_sppr 30.32

NB: Slight changes after fixing a few ground-truth errors (on the `song' dataset) on November 16th 2004.



Fabien Gouyon 2004-11-16