Title
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Universal Value Density Estimation for Imitation Learning and Goal-Conditioned Reinforcement Learning Yannick Schroecker Charles Isbell OffRL 15 12 0 15 Feb 2020
Model Inversion Networks for Model-Based Optimization Aviral Kumar Sergey Levine OffRL 22 93 0 31 Dec 2019
Compressive Transformers for Long-Range Sequence Modelling Jack W. Rae Anna Potapenko Siddhant M. Jayakumar Timothy Lillicrap RALM VLM KELM 11 618 0 13 Nov 2019
On Investigation of Unsupervised Speech Factorization Based on Normalization Flow Haoran Sun Yunqi Cai Lantian Li Dong Wang 14 1 0 29 Oct 2019
Vision-Infused Deep Audio Inpainting Hang Zhou Ziwei Liu Lingfeng Guo Ping Luo Dahua Lin 27 88 0 24 Oct 2019
High Mutual Information in Representation Learning with Symmetric Variational Inference M. Livne Kevin Swersky David J. Fleet SSL DRL 28 0 0 04 Oct 2019
The Neural Moving Average Model for Scalable Variational Inference of State Space Models Tom Ryder D. Prangle Andrew Golightly Isaac Matthews BDL AI4TS 14 6 0 02 Oct 2019
High Fidelity Speech Synthesis with Adversarial Networks Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 220 239 0 25 Sep 2019
Knowledge Transfer Graph for Deep Collaborative Learning Soma Minami Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi 13 9 0 10 Sep 2019
Speech bandwidth extension with WaveNet Archit Gupta Brendan Shillingford Yannis Assael Thomas C. Walters 19 28 0 05 Jul 2019
Sequence Generation: From Both Sides to the Middle Long Zhou Jiajun Zhang Chengqing Zong Heng Yu 14 22 0 23 Jun 2019
A Neural Vocoder with Hierarchical Generation of Amplitude and Phase Spectra for Statistical Parametric Speech Synthesis Yang Ai Zhenhua Ling 11 29 0 23 Jun 2019
Learning Execution through Neural Code Fusion Zhan Shi Kevin Swersky Daniel Tarlow Parthasarathy Ranganathan Milad Hashemi GNN 6 29 0 17 Jun 2019
Discrete Flows: Invertible Generative Models of Discrete Data Dustin Tran Keyon Vafa Kumar Krishna Agrawal Laurent Dinh Ben Poole DRL 19 114 0 24 May 2019
Non-Autoregressive Neural Text-to-Speech Kainan Peng Wei Ping Z. Song Kexin Zhao 27 39 0 21 May 2019
CHiVE: Varying Prosody in Speech Synthesis with a Linguistically Driven Dynamic Hierarchical Conditional Variational Network V. Wan Chun-an Chan Tom Kenter Jakub Vít R. Clark 11 75 0 17 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Bo-wen Li Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 24 584 0 30 Apr 2019
Neural source-filter waveform models for statistical parametric speech synthesis Xin Wang Shinji Takaki Junichi Yamagishi 24 117 0 27 Apr 2019
Model-Free Reinforcement Learning for Financial Portfolios: A Brief Survey Yoshiharu Sato OffRL 11 32 0 10 Apr 2019
Probability density distillation with generative adversarial networks for high-quality parallel waveform generation Ryuichi Yamamoto Eunwoo Song Jae-Min Kim 11 55 0 09 Apr 2019
Towards Generalized Speech Enhancement with Generative Adversarial Networks Santiago Pascual Joan Serra A. Bonafonte GAN 22 31 0 06 Apr 2019
A spelling correction model for end-to-end speech recognition Jinxi Guo Tara N. Sainath Ron J. Weiss AuLLM KELM 19 139 0 19 Feb 2019
Physics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled Data Yinhao Zhu N. Zabaras P. Koutsourelakis P. Perdikaris PINN AI4CE 28 854 0 18 Jan 2019
FPETS : Fully Parallel End-to-End Text-to-Speech System Dabiao Ma Zhiba Su Wenxuan Wang Yuhao Lu 17 6 0 12 Dec 2018
Generative Adversarial Network based Speaker Adaptation for High Fidelity WaveNet Vocoder Qiao Tian Bing Yang Shan Liu GAN 16 9 0 06 Dec 2018
Adversarially-Trained Normalized Noisy-Feature Auto-Encoder for Text Generation Xiang Zhang Yann LeCun 6 0 0 10 Nov 2018
STFT spectral loss for training a neural speech waveform model Shinji Takaki Toru Nakashika Xin Wang Junichi Yamagishi 13 21 0 29 Oct 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention Yongbin Sun Yue Wang Ziwei Liu J. Siegel Sanjay E. Sarma 3DPC 23 195 0 12 Oct 2018
Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks Santiago Pascual A. Bonafonte Joan Serra José A. González 9 18 0 31 Aug 2018
The challenge of realistic music generation: modelling raw audio at scale Sander Dieleman Aaron van den Oord Karen Simonyan 13 184 0 26 Jun 2018
Frequency domain variants of velvet noise and their application to speech processing and synthesis: with appendices Hideki Kawahara Ken-Ichi Sakakibara Masanori Morise Hideki Banno T. Toda Toshio Irino 14 10 0 18 Jun 2018
Resource-Efficient Neural Architect Yanqi Zhou S. Ebrahimi Sercan Ö. Arik Haonan Yu Hairong Liu G. Diamos 11 64 0 12 Jun 2018
Straight to the Tree: Constituency Parsing with Neural Syntactic Distance Yikang Shen Zhouhan Lin Athul Paul Jacob Alessandro Sordoni Aaron Courville Yoshua Bengio 17 91 0 11 Jun 2018
Temporal Difference Variational Auto-Encoder Karol Gregor George Papamakarios F. Besse Lars Buesing Theophane Weber DRL 16 126 0 08 Jun 2018
StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks Hirokazu Kameoka Takuhiro Kaneko Kou Tanaka Nobukatsu Hojo 15 370 0 06 Jun 2018
Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows George Papamakarios D. Sterratt Iain Murray BDL 40 358 0 18 May 2018
Neural Autoregressive Flows Chin-Wei Huang David M. Krueger Alexandre Lacoste Aaron Courville DRL AI4CE 19 432 0 03 Apr 2018
Efficient Neural Audio Synthesis Nal Kalchbrenner Erich Elsen Karen Simonyan Seb Noury Norman Casagrande Edward Lockhart Florian Stimberg Aaron van den Oord Sander Dieleman Koray Kavukcuoglu 21 863 0 23 Feb 2018
Fitting New Speakers Based on a Short Untranscribed Sample Eliya Nachmani Adam Polyak Yaniv Taigman Lior Wolf 11 84 0 20 Feb 2018
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement Jason D. Lee Elman Mansimov Kyunghyun Cho DiffM BDL 28 455 0 19 Feb 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 233 2,545 0 25 Jan 2016