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Table 7 The results of DCASE 2020 Task 4 dataset

From: Frequency-dependent auto-pooling function for weakly supervised sound event detection

Method Parameters Audio tagging Sound event detection Error rate
  10 k F-score AUC mAP F-score AUC mAP ER D I
  Attention [20] 54.15 0.719 0.946 0.810 0.557 0.867 0.572 1.715 0.755 0.960
  TALNet [19] 94.06 0.672 0.917 0.741 0.536 0.851 0.516 1.523 0.773 0.750
  VGG-GWRP [24] 58.76 0.675 0.938 0.772 0.499 0.843 0.578 1.866 0.769 1.096
  DDC-FAP 29.10 0.694 0.941 0.795 0.595 0.881 0.610 1.755 0.790 0.965