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Table 7 Overall average SDR improvements (dB) in two-source case with various signal lengths for the best parameter settings

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

Source and signal length

ILRMA

GGD-ILRMA

t-ILRMA

Music (2.5 s, short)

3.38

3.43 (β = 1.99, p = 2.0)

3.51 (ν = 2, p = 1.0)

Music (5.0 s, original)

6.24

7.52 (β = 1.94, p = 0.5)

7.61 (ν = 1000, p = 0.5)

Music (10.0 s, long)

7.29

8.83 (β = 2.00, p = 1.0)

8.92 (ν = 1000, p = 0.5)

Speech (5.0 s, short)

7.26

7.69 (β = 1.98, p = 0.5)

8.33 (ν = 1000, p = 1.0)

Speech (10.0 s, original)

7.73

8.70 (β = 1.94, p = 0.5)

8.73 (ν = 1000, p = 1.0)

Speech (20.0 s, long)

8.05

8.41 (β = 1.94, p = 1.0)

8.29 (ν = 300, p = 1.0)