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Table 5 Overall average SDR improvements (dB) in two-source case for the best parameter settings

From: Generalized independent low-rank matrix analysis using heavy-tailed distributions for blind source separation

Source and impulse response

Laplace IVA

GGD-IVA

MNMF

t-MNMF

ILRMA

GGD-ILRMA

t-ILRMA

Music and E2A_1

2.41

3.11 (β = 0.5)

2.42

3.30 (ν = 1)

6.24

7.52 (β = 1.94, p = 0.5)

7.61 (ν = 1000, p = 0.5)

Speech and E2A_1

3.94

4.89 (β = 0.5)

- 2.04

0.94 (ν = 15)

7.73

8.70 (β = 1.94, p = 0.5)

8.73 (ν = 1000, p = 1.0)

Music and E2A_2

1.97

2.19 (β = 0.5)

- 2.25

- 0.03 (ν = 1)

4.97

6.30 (β = 1.98, p = 0.5)

6.39 (ν = 1000, p = 0.5)

Speech and E2A_2

3.76

4.63 (β = 0.5)

- 3.41

0.79 (ν = 15)

5.76

6.36 (β = 1.94, p = 0.5)

6.17 (ν = 1000, p = 1.0)