Audio Signal Processing

Determined Source Separation Using the Sparsity of Impulse Responses
Yuki Takahashi, Daichi Kitahara, Koichiro Matsuura, and Akira Hirabayashi
Proceedings of IEEE ICASSP 2020, Barecelona, Spain, May 2020, pp. 686–690

Experimental Results in Section 4


True Source Sounds:
bass piano drum


Observed Mixed Sound: bass & piano & drum


(Blind) ILRMA:
bass piano drum


(Blind) ILRMA + Sparsity of Impulse Responses:
bass piano drum


Supervised ILRMA (rank-1):
bass piano drum


Supervised ILRMA (rank-1) + Sparsity of Impulse Responses:
bass piano drum


Supervised ILRMA (rank-r):
bass piano drum


Supervised ILRMA (rank-r) + Sparsity of Impulse Responses:
bass piano drum


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