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Table 2 The performance of the CNN128 system when no parameters were shared across detectors and when the parameters in some layers were shared

From: A CNN-based approach to identification of degradations in speech signals

Detectors Independent training Sharing parameters
  (first approach) (second approach)
Noise 1.00 ±0.00 1.00 ±0.00
Distortion 0.99 ±0.00 0.98 ±0.01
Reverberation 0.93 ±0.01 0.88 ±0.01
  1. The results are in the form mean AUC ±95% confidence interval