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Table 7 Comparison of the event detection results obtained by the best single-task networks and the best double-task network

From: Exploring convolutional, recurrent, and hybrid deep neural networks for speech and music detection in a large audio dataset

   Accuracy (%) False positive (%) False negative (%)
Speech Single-task network 83.99 10.41 5.60
  Double-task network 83.81 10.67 5.52
Music Single-task network 84.20 9.86 5.94
  Double-task network 84.16 8.68 7.16