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Table 5 Experimental results of combining different modules with MSTCM

From: Supervised Attention Multi-Scale Temporal Convolutional Network for monaural speech enhancement

 

#Param. (M)

MACs (G/s)

PESQ

STOI (%)

SDR

Unprocessed

-

-

2.24

88.5

14.81

MSTCMs

10.13

1.02

2.99

92.3

19.08

 +U\(^2\)-LSTM

23.54

8.26

3.32

93.9

20.16

  +Supervised Attention

23.55

8.34

3.39

94.1

20.45

   +GTCMs

24.66

8.45

3.44

94.3

20.61

    +Compensation

28.12

12.07

3.47

94.3

20.83

MSTCMs

10.13

1.02

2.99

92.3

19.08

 +GTCMs

11.24

1.13

3.16

92.9

19.75

  +U\(^2\)-LSTM

24.65

8.37

3.37

94.1

20.43

   +Supervised Attention

24.66

8.45

3.44

94.3

20.61

    +Compensation

28.12

12.07

3.47

94.3

20.83