(Supplementary Material)

Differential Subspace Search - Detailed Results of User Study -- GANSynth

Chia-Hsing Chiu,  National Taiwan University of Science and Technology
Yuki Koyama,  National Institute of Advanced Industrial Science and Technology (AIST)
Yu-Chi Lai,  National Taiwan University of Science and Technology
Takeo Igarashi,  The University of Tokyo
Yonghao Yue,  Aoyama Gakuin University (AGU)

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Case 1 (P: Performer)

Initial Ours Random SLS-BO Target
Number of votes 13 0 0
Initial Ours Random SLS-BO Target
Number of votes 5 6 2
Initial Ours Random SLS-BO Target
Number of votes 6 6 1
Initial Ours Random SLS-BO Target
Number of votes 11 2 0
Initial Ours Random SLS-BO Target
Number of votes 0 0 13
Initial Ours Random SLS-BO Target
Number of votes 1 9 3
Initial Ours Random SLS-BO Target
Number of votes 11 0 2
Initial Ours Random SLS-BO Target
Number of votes 1 5 7
Initial Ours Random SLS-BO Target
Number of votes 11 2 0
Initial Ours Random SLS-BO Target
Number of votes 6 7 0
Initial Ours Random SLS-BO Target
Number of votes 3 9 1
Initial Ours Random SLS-BO Target
Number of votes 0 13 0

Summary

P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 Total Rate
Ours 13 5 6 11 0 1 11 1 11 6 3 0 68 43.6%
Random 0 6 6 2 0 9 0 5 2 7 9 13 59 37.8%
SLS-BO 0 2 1 0 13 3 2 7 0 0 1 0 29 18.6%

Case 2 (P: Performer)

Initial Ours Random SLS-BO Target
Number of votes 12 1 0
Initial Ours Random SLS-BO Target
Number of votes 5 6 2
Initial Ours Random SLS-BO Target
Number of votes 7 6 0
Initial Ours Random SLS-BO Target
Number of votes 1 8 4
Initial Ours Random SLS-BO Target
Number of votes 8 2 3
Initial Ours Random SLS-BO Target
Number of votes 7 5 1
Initial Ours Random SLS-BO Target
Number of votes 10 1 2
Initial Ours Random SLS-BO Target
Number of votes 2 3 8
Initial Ours Random SLS-BO Target
Number of votes 9 3 1
Initial Ours Random SLS-BO Target
Number of votes 2 5 6
Initial Ours Random SLS-BO Target
Number of votes 6 1 6
Initial Ours Random SLS-BO Target
Number of votes 2 6 5

Summary

P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 Total Rate
Ours 12 5 7 1 8 7 10 2 9 2 6 2 71 45.5%
Random 1 6 6 8 2 5 1 3 3 5 1 6 47 30.1%
SLS-BO 0 2 0 4 3 1 2 8 1 6 6 5 38 24.4%

Case 3 (P: Performer)

Initial Ours Random SLS-BO Target
Number of votes 6 1 6
Initial Ours Random SLS-BO Target
Number of votes 12 1 0
Initial Ours Random SLS-BO Target
Number of votes 10 1 2
Initial Ours Random SLS-BO Target
Number of votes 6 7 0
Initial Ours Random SLS-BO Target
Number of votes 1 0 12
Initial Ours Random SLS-BO Target
Number of votes 0 9 4
Initial Ours Random SLS-BO Target
Number of votes 13 0 0
Initial Ours Random SLS-BO Target
Number of votes 3 1 9
Initial Ours Random SLS-BO Target
Number of votes 10 0 3
Initial Ours Random SLS-BO Target
Number of votes 11 2 0
Initial Ours Random SLS-BO Target
Number of votes 3 5 5
Initial Ours Random SLS-BO Target
Number of votes 13 0 0

Summary

P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 Total Rate
Ours 6 12 10 6 1 0 13 3 10 11 3 13 88 56.4%
Random 1 1 1 7 0 9 0 1 0 2 5 0 27 17.3%
SLS-BO 6 0 2 0 12 4 0 9 3 0 5 0 41 26.3%

Case 4 (P: Performer)

Initial Ours Random SLS-BO Target
Number of votes 7 1 5
Initial Ours Random SLS-BO Target
Number of votes 10 1 2
Initial Ours Random SLS-BO Target
Number of votes 9 4 0
Initial Ours Random SLS-BO Target
Number of votes 5 7 1
Initial Ours Random SLS-BO Target
Number of votes 12 1 0
Initial Ours Random SLS-BO Target
Number of votes 3 7 3
Initial Ours Random SLS-BO Target
Number of votes 2 11 0
Initial Ours Random SLS-BO Target
Number of votes 6 6 1
Initial Ours Random SLS-BO Target
Number of votes 4 7 2
Initial Ours Random SLS-BO Target
Number of votes 2 11 0
Initial Ours Random SLS-BO Target
Number of votes 7 4 2
Initial Ours Random SLS-BO Target
Number of votes 12 0 1

Summary

P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 Total Rate
Ours 7 10 9 5 12 3 2 6 4 2 7 12 79 50.6%
Random 1 1 4 7 1 7 11 6 7 11 4 0 60 38.5%
SLS-BO 5 2 0 1 0 3 0 1 2 0 2 1 17 10.9%

Case 5 (P: Performer)

Initial Ours Random SLS-BO Target
Number of votes 3 4 6
Initial Ours Random SLS-BO Target
Number of votes 7 3 3
Initial Ours Random SLS-BO Target
Number of votes 13 0 0
Initial Ours Random SLS-BO Target
Number of votes 0 11 2
Initial Ours Random SLS-BO Target
Number of votes 2 4 7
Initial Ours Random SLS-BO Target
Number of votes 3 3 7
Initial Ours Random SLS-BO Target
Number of votes 12 0 1
Initial Ours Random SLS-BO Target
Number of votes 3 5 5
Initial Ours Random SLS-BO Target
Number of votes 9 2 2
Initial Ours Random SLS-BO Target
Number of votes 10 2 1
Initial Ours Random SLS-BO Target
Number of votes 9 2 2
Initial Ours Random SLS-BO Target
Number of votes 0 1 12

Summary

P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 Total Rate
Ours 3 7 13 0 2 3 12 3 9 10 9 0 71 45.5%
Random 4 3 0 11 4 3 0 5 2 2 2 1 37 23.7%
SLS-BO 6 3 0 2 7 7 1 5 2 1 2 12 48 30.8%

Case 6 (P: Performer)

Initial Ours Random SLS-BO Target
Number of votes 5 5 3
Initial Ours Random SLS-BO Target
Number of votes 6 2 5
Initial Ours Random SLS-BO Target
Number of votes 1 8 4
Initial Ours Random SLS-BO Target
Number of votes 9 2 2
Initial Ours Random SLS-BO Target
Number of votes 5 5 3
Initial Ours Random SLS-BO Target
Number of votes 3 3 7
Initial Ours Random SLS-BO Target
Number of votes 10 1 2
Initial Ours Random SLS-BO Target
Number of votes 10 1 2
Initial Ours Random SLS-BO Target
Number of votes 5 7 1
Initial Ours Random SLS-BO Target
Number of votes 2 4 7
Initial Ours Random SLS-BO Target
Number of votes 7 6 0
Initial Ours Random SLS-BO Target
Number of votes 10 2 1

Summary

P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 Total Rate
Ours 5 6 1 9 5 3 10 10 5 2 7 10 73 46.8%
Random 5 2 8 2 5 3 1 1 7 4 6 2 46 29.5%
SLS-BO 3 5 4 2 3 7 2 2 1 7 0 1 37 23.7%