FastWave: Accelerating Autoregressive Convolutional Neural Networks on
FPGA

FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA

9 February 2020

Shehzeen Samarah Hussain

Mojan Javaheripi

Paarth Neekhara

Papers citing "FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA"

14 / 14 papers shown

Title
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 86 4,803 0 04 Mar 2018
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions Jonathan Shen Ruoming Pang Ron J. Weiss M. Schuster Navdeep Jaitly ... Yuxuan Wang RJ Skerry-Ryan Rif A. Saurous Yannis Agiomyrgiannakis Yonghui Wu 77 2,697 0 16 Dec 2017
Efficiently Trainable Text-to-Speech System Based on Deep Convolutional Networks with Guided Attention Hideyuki Tachibana Katsuya Uenoyama Shunsuke Aihara 52 266 0 24 Oct 2017
Deep Voice 2: Multi-Speaker Neural Text-to-Speech Sercan O. Arik G. Diamos Andrew Gibiansky John Miller Kainan Peng Ming-Yu Liu Jonathan Raiman Yanqi Zhou 70 496 0 24 May 2017
English Conversational Telephone Speech Recognition by Humans and Machines G. Saon Gakuto Kurata Tom Sercu Kartik Audhkhasi Samuel Thomas ... Bhuvana Ramabhadran M. Picheny L. Lim Bergul Roomi Phil Hall 65 365 0 06 Mar 2017
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions Zichao Yang Zhiting Hu Ruslan Salakhutdinov Taylor Berg-Kirkpatrick 97 389 0 27 Feb 2017
ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA Song Han Junlong Kang Huizi Mao Yiming Hu Xin Li ... Hong Luo Song Yao Yu Wang Huazhong Yang W. Dally 70 629 0 01 Dec 2016
Fast Wavenet Generation Algorithm T. Paine Pooya Khorrami Shiyu Chang Yang Zhang Prajit Ramachandran Mark Hasegawa-Johnson Thomas S. Huang 62 79 0 29 Nov 2016
Neural Machine Translation in Linear Time Nal Kalchbrenner L. Espeholt Karen Simonyan Aaron van den Oord Alex Graves Koray Kavukcuoglu AIMat 92 552 0 31 Oct 2016
FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks Minjae Lee Kyuyeon Hwang Jinhwan Park Sung-Hyk Choi Sungho Shin Wonyong Sung 53 76 0 30 Sep 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 388 7,389 0 12 Sep 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 239 18,224 0 02 Jun 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 268 8,441 0 23 Nov 2015
Efficient and Accurate Approximations of Nonlinear Convolutional Networks Xinming Zhang Jianhua Zou Xiang Ming Kaiming He Jian Sun 3DV 69 263 0 16 Nov 2014