Distance-based separation demos, SPP=1.0


Example 1 Example 2 Example 3 Example 4 Example 5 Example 6 Example 7 Example 8 Example 9 Example 10

Example 1


Mixture
Ground-truth near Ground-truth far


Input SI-SDR = 2.22 dB


Input SI-SDR = -2.21 dB
Method Separated near Separated far
L=4, N=400, 1.5m, SPP=1.0

Separated SI-SDR = 16.21 dB


Separated SI-SDR = 6.44 dB
L=4, N=400, 1.5m, SPP=0.5

Separated SI-SDR = 12.86 dB


Separated SI-SDR = 0.58 dB

Example 2


Mixture
Ground-truth near Ground-truth far


Input SI-SDR = 1.59 dB


Input SI-SDR = -1.43 dB
Method Separated near Separated far
L=4, N=400, 1.5m, SPP=1.0

Separated SI-SDR = 9.34 dB


Separated SI-SDR = 7.73 dB
L=4, N=400, 1.5m, SPP=0.5

Separated SI-SDR = 8.61 dB


Separated SI-SDR = 7.45 dB

Example 3


Mixture
Ground-truth near Ground-truth far


Input SI-SDR = -80.00 dB


Input SI-SDR = 80.00 dB
Method Separated near Separated far
L=4, N=400, 1.5m, SPP=1.0

Separated SI-SDR = -80.00 dB


Separated SI-SDR = 15.93 dB
L=4, N=400, 1.5m, SPP=0.5

Separated SI-SDR = -80.00 dB


Separated SI-SDR = 20.83 dB

Example 4


Mixture
Ground-truth near Ground-truth far


Input SI-SDR = -1.98 dB


Input SI-SDR = 1.90 dB
Method Separated near Separated far
L=4, N=400, 1.5m, SPP=1.0

Separated SI-SDR = 6.19 dB


Separated SI-SDR = 8.92 dB
L=4, N=400, 1.5m, SPP=0.5

Separated SI-SDR = 2.99 dB


Separated SI-SDR = 7.52 dB

Example 5


Mixture
Ground-truth near Ground-truth far


Input SI-SDR = 5.31 dB


Input SI-SDR = -5.42 dB
Method Separated near Separated far
L=4, N=400, 1.5m, SPP=1.0

Separated SI-SDR = 11.89 dB


Separated SI-SDR = 6.47 dB
L=4, N=400, 1.5m, SPP=0.5

Separated SI-SDR = 10.10 dB


Separated SI-SDR = 4.58 dB

Example 6


Mixture
Ground-truth near Ground-truth far


Input SI-SDR = -80.00 dB


Input SI-SDR = 80.00 dB
Method Separated near Separated far
L=4, N=400, 1.5m, SPP=1.0

Separated SI-SDR = -80.00 dB


Separated SI-SDR = 8.61 dB
L=4, N=400, 1.5m, SPP=0.5

Separated SI-SDR = -80.00 dB


Separated SI-SDR = 13.73 dB

Example 7


Mixture
Ground-truth near Ground-truth far


Input SI-SDR = 12.66 dB


Input SI-SDR = -12.69 dB
Method Separated near Separated far
L=4, N=400, 1.5m, SPP=1.0

Separated SI-SDR = 13.35 dB


Separated SI-SDR = -2.65 dB
L=4, N=400, 1.5m, SPP=0.5

Separated SI-SDR = 12.95 dB


Separated SI-SDR = -4.49 dB

Example 8


Mixture
Ground-truth near Ground-truth far


Input SI-SDR = 1.80 dB


Input SI-SDR = -1.89 dB
Method Separated near Separated far
L=4, N=400, 1.5m, SPP=1.0

Separated SI-SDR = 7.69 dB


Separated SI-SDR = 6.34 dB
L=4, N=400, 1.5m, SPP=0.5

Separated SI-SDR = 5.84 dB


Separated SI-SDR = 5.46 dB

Example 9


Mixture
Ground-truth near Ground-truth far


Input SI-SDR = 6.46 dB


Input SI-SDR = -6.59 dB
Method Separated near Separated far
L=4, N=400, 1.5m, SPP=1.0

Separated SI-SDR = 6.47 dB


Separated SI-SDR = -0.87 dB
L=4, N=400, 1.5m, SPP=0.5

Separated SI-SDR = 7.12 dB


Separated SI-SDR = -0.98 dB

Example 10


Mixture
Ground-truth near Ground-truth far


Input SI-SDR = -80.00 dB


Input SI-SDR = 80.00 dB
Method Separated near Separated far
L=4, N=400, 1.5m, SPP=1.0

Separated SI-SDR = -80.00 dB


Separated SI-SDR = 12.33 dB
L=4, N=400, 1.5m, SPP=0.5

Separated SI-SDR = -80.00 dB


Separated SI-SDR = 16.70 dB