"Interactive Refinement of Supervised and Semi-Supervised Sound Source Separation Estimates."
N. J. Bryan, G. J. Mysore IEEE International Conference on Acoustics, Speech, and Signal Processing, Vancouver, Canada. May 2013. (paper) |
Example |
No Interaction |
Interaction |
Cell phone + Speech | Semi-supervised (source 1, source 2) | Semi-supervised (source 1, source 2) |
(source 1, source 2, mix) | Supervised (source 1, source 2) | Supervised (source 1, source 2) |
----------------------------------- | ||
Drum + Bass | Semi-supervised (source 1, source 2) | Semi-supervised (source 1, source 2) |
(source 1, source 2, mix) | Supervised (source 1, source 2) | Supervised (source 1, source 2) |
----------------------------------- | ||
Orchestra + Cough | Semi-supervised (source 1, source 2) | Semi-supervised (source 1, source 2) |
(source 1, source 2, mix) | Supervised (source 1, source 2) | Supervised (source 1, source 2) |
----------------------------------- | ||
Piano + Wrong Note | Semi-supervised (source 1, source 2) | Semi-supervised (source 1, source 2) |
(source 1, source 2, mix) | Supervised (source 1, source 2) | Supervised (source 1, source 2) |
----------------------------------- | ||
Siren + Speech | Semi-supervised (source 1, source 2) | Semi-supervised (source 1, source 2) |
(source 1, source 2, mix) | Supervised (source 1, source 2) | Supervised (source 1, source 2) |
----------------------------------- |