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Table 6 Overall average SDR improvements (dB) in two-source case employing parameter tempering for the best parameter settings

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

Source and impulse response

ILRMA

GGD-ILRMA

t-ILRMA

Music and E2A_1

6.24

7.66 (β = 1.99, p = 0.5)

7.47 (ν = 1000, p = 0.5)

Speech and E2A_1

7.73

9.09 (β = 1.94, p = 0.5)

8.61 (ν = 3, p = 1.0)

Music and E2A_2

5.22

6.87 (β = 1.94, p = 0.5)

6.81 (ν = 1000, p = 0.5)

Speech and E2A_2

6.09

6.45 (β = 1.98, p = 0.5)

6.05 (ν = 30, p = 2.0)