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Table 4 Effect of data augmentation. The highest values are highlighted

From: Transformer-based ensemble method for multiple predominant instruments recognition in polyphonic music

SL.No

Model

TrainDB

TrainAugDB

  

Micro F1

Macro F1

Micro F1

Macro F1

1

Han Model[1]

0.60

0.50

0.64

0.55

2

K.Racharla et al. [38] (MTF-SVM)

0.22

0.19

0.25

0.23

3

MTF-DNN

0.32

0.28

0.38

0.35

4

Proposed method -Voting-Swin-T

0.59

0.60

0.66

0.62