Maria Obedkova maobedkova

## overview.md

      
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                maobedkova
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              January 20, 2021 12:49
            
              
                AWE approaches - overview
              
          
Approach
Description
Required data
Good to know


Downsampling
Downsample features to c


## ap.md

      
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              March 3, 2020 12:20
            
              
                AWE approaches - AP scores
              
          
Approach
Eval 1
Eval 2
Eval 3
Eval 4


Downsampling
0.081
0.245


Reference vector
0.365


Correspondence Autoencoder
0.469


Siamese CNN
0.549


Siamese LSTM
0.671

0.559


Seq2Seq Autoencoder

0.262


Multi-view embeddings
0.806


0.791


Phonetically-associated Siamese network


0.714
Approach	Eval 1	Eval 2	Eval 3	Eval 4
Downsampling	0.081	0.245
Reference vector	0.365
Correspondence Autoencoder	0.469
Siamese CNN	0.549
Siamese LSTM	0.671		0.559
Seq2Seq Autoencoder		0.262
Multi-view embeddings	0.806			0.791
Phonetically-associated Siamese network			0.714