FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA

9 Feb 2020Shehzeen HussainMojan JavaheripiPaarth NeekharaRyan KastnerFarinaz Koushanfar

Autoregressive convolutional neural networks (CNNs) have been widely exploited for sequence generation tasks such as audio synthesis, language modeling and neural machine translation. WaveNet is a deep autoregressive CNN composed of several stacked layers of dilated convolution that is used for sequence generation... (read more)

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