scholarly journals Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning

2021 ◽  
Author(s):  
Salah Zaiem ◽  
Titouan Parcollet ◽  
Slim Essid
Keyword(s):  
Conditional Independence ◽  
Representation Learning ◽  
Task Selection ◽  
Speech Representation

scholarly journals Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning

2018 ◽  
Author(s):  
Rachid Riad ◽  
Corentin Dancette ◽  
Julien Karadayi ◽  
Neil Zeghidour ◽  
Thomas Schatz ◽  
...  
Keyword(s):  
Representation Learning ◽  
Sampling Strategies ◽  
Speech Representation ◽  
Siamese Networks

scholarly journals wav2vec-C: A Self-Supervised Model for Speech Representation Learning

2021 ◽  
Author(s):  
Samik Sadhu ◽  
Di He ◽  
Che-Wei Huang ◽  
Sri Harish Mallidi ◽  
Minhua Wu ◽  
...  
Keyword(s):  
Representation Learning ◽  
Speech Representation

scholarly journals Unsupervised Speech Representation Learning Using WaveNet Autoencoders

2019 ◽  
Vol 27 (12) ◽  
pp. 2041-2053 ◽  
Author(s):  
Jan Chorowski ◽  
Ron J. Weiss ◽  
Samy Bengio ◽  
Aaron van den Oord
Keyword(s):  
Representation Learning ◽  
Speech Representation

scholarly journals A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning

2020 ◽  
Author(s):  
Sameer Khurana ◽  
Antoine Laurent ◽  
Wei-Ning Hsu ◽  
Jan Chorowski ◽  
Adrian Lancucki ◽  
...  
Keyword(s):  
Markov Model ◽  
Representation Learning ◽  
Speech Representation
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