Sound demos for "Neural Speech Phase Prediction based on Parallel Estimation Architecture and Anti-Wrapping Losses"

Authors: Yang Ai, Zhen-Hua Ling

 

Comparsion among phase prediction methods:
Example 1
Natural          
       
NSPP GL22 GL100 DNN+GL100    
   
Example 2
Natural          
       
NSPP GL22 GL100 DNN+GL100    
   
Example 3
Natural          
       
NSPP GL22 GL100 DNN+GL100    
   
Example 4
Natural          
       
NSPP GL22 GL100 DNN+GL100    
   
Example 5
Natural          
       
NSPP GL22 GL100 DNN+GL100    
   
Example 6
Natural          
       
NSPP GL22 GL100 DNN+GL100    
   

 

Ablation studies:

(1) NSPP vs NSPP wo PEA :
  NSPP NSPP wo PEA
Example 1
Example 2
Example 3
Example 4
Example 5
Example 6
(2) NSPP vs NSPP wo AWF :
  NSPP NSPP wo AWF
Example 1
Example 2
Example 3
Example 4
Example 5
Example 6
(3) NSPP vs NSPP wo IP :
  NSPP NSPP wo IP
Example 1
Example 2
Example 3
Example 4
Example 5
Example 6
(4) NSPP vs NSPP wo GD :
  NSPP NSPP wo GD
Example 1
Example 2
Example 3
Example 4
Example 5
Example 6
(5) NSPP vs NSPP wo IAF :
  NSPP NSPP wo IAF
Example 1
Example 2
Example 3
Example 4
Example 5
Example 6