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Table 10 Summary of the best techniques for different tasks along with p values of two-sample t test at 0.05 significance level when comparing against best baseline method. AD azimuthal angle deviation, ED elevation angle deviation, GCAD great-circle angular distance

From: DOANet: a deep dilated convolutional neural network approach for search and rescue with drone-embedded sound source localization

Task

Metric

AUC

AUC(<10)

AUC(<20)

Static

AD

DOANet + CS2367

GCC-NONLIN + SCHC

DOANet + CS2367

  

0.00

0.63

0.00

 

ED

DOANet + CS2367

GCC-PHAT + SCHC

GCC-PHAT + SCHC

  

0.01

0.87

0.01

 

GCAD

DOANet +CS2367(A) + CS2367(E)

GCC-NONLIN + SCHC

GCC-NONLIN + SCHC

  

0.00

0.26

0.00

In-flight

AD

DOANet + CS2367

DS + SCHC

DS + SCHC

  

0.00

0.01

0.00

 

ED

DOANet + CS0145

DOANet + CS0145

DOANet + CS0145

  

0.00

0.00

0.00

 

GCAD

DOANet + CS2367(A) + CS2367(E)

DS + SCHC

DS + SCHC

  

0.00

0.00

0.00