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cs.SD2022★ 3 cited
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech
Santiago Cuervo, Adrian Łańcucki, Ricard Marxer +2
The success of deep learning comes from its ability to capture the hierarchical structure of data by learning high-level representations defined in terms of low-level ones. In this…
cs.SD2017
On Using Backpropagation for Speech Texture Generation and Voice Conversion
Jan Chorowski, Ron J. Weiss, Rif A. Saurous +1
Inspired by recent work on neural network image generation which rely on backpropagation towards the network inputs, we present a proof-of-concept system for speech texture synthes…