v1v2v3 (latest)

Learning and controlling the source-filter representation of speech with a variational autoencoder

14 April 2022

Samir Sadok

Simon Leglaive

Laurent Girin

Xavier Alameda-Pineda

Papers citing "Learning and controlling the source-filter representation of speech with a variational autoencoder"

35 / 35 papers shown

Title
Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations Hyeong-Seok Choi Juheon Lee W. Kim Jie Hwan Lee Hoon Heo Kyogu Lee 98 158 0 27 Oct 2021
Neural Pitch-Shifting and Time-Stretching with Controllable LPCNet Max Morrison Zeyu Jin Nicholas J. Bryan Juan-Pablo Caceres Bryan Pardo 53 14 0 05 Oct 2021
Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders Xiaoyu Bie Simon Leglaive Xavier Alameda-Pineda Laurent Girin DiffM 89 55 0 23 Jun 2021
Deep Learning Based Assessment of Synthetic Speech Naturalness Gabriel Mittag Sebastian Möller 71 64 0 23 Apr 2021
Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder Hu Fang Guillaume Carbajal S. Wermter Timo Gerkmann 82 59 0 17 Feb 2021
Guided Variational Autoencoder for Speech Enhancement With a Supervised Classifier Guillaume Carbajal Julius Richter Timo Gerkmann DRL SSL 42 16 0 12 Feb 2021
A Sober Look at the Unsupervised Learning of Disentangled Representations and their Evaluation Francesco Locatello Stefan Bauer Mario Lucic Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Olivier Bachem OOD 75 70 0 27 Oct 2020
Dynamical Variational Autoencoders: A Comprehensive Review Laurent Girin Simon Leglaive Xiaoyu Bie Julien Diard Thomas Hueber Xavier Alameda-Pineda BDL 103 219 0 28 Aug 2020
NVAE: A Deep Hierarchical Variational Autoencoder Arash Vahdat Jan Kautz BDL 85 915 0 08 Jul 2020
Unsupervised Speech Decomposition via Triple Information Bottleneck Kaizhi Qian Yang Zhang Shiyu Chang David D. Cox M. Hasegawa-Johnson 82 185 0 23 Apr 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 128 902 0 06 Apr 2020
Source Separation with Deep Generative Priors V. Jayaram John Thickstun 77 40 0 19 Feb 2020
Weakly-Supervised Disentanglement Without Compromises Francesco Locatello Ben Poole Gunnar Rätsch Bernhard Schölkopf Olivier Bachem Michael Tschannen CoGe OOD DRL 242 320 0 07 Feb 2020
Controlling generative models with continuous factors of variations Antoine Plumerault Hervé Le Borgne C´eline Hudelot DRL 87 127 0 28 Jan 2020
Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN) Peter Sorrenson Carsten Rother Ullrich Kothe DRL CML 73 121 0 14 Jan 2020
Weakly Supervised Disentanglement with Guarantees Rui Shu Yining Chen Abhishek Kumar Stefano Ermon Ben Poole CoGe DRL 124 139 0 22 Oct 2019
Adversarially Trained End-to-end Korean Singing Voice Synthesis System Juheon Lee Hyeong-Seok Choi Chang-Bin Jeon Junghyun Koo Kyogu Lee 63 78 0 06 Aug 2019
GANalyze: Toward Visual Definitions of Cognitive Image Properties L. Goetschalckx A. Andonian A. Oliva Phillip Isola FAtt GAN 84 314 0 24 Jun 2019
Disentangling Factors of Variation Using Few Labels Francesco Locatello Michael Tschannen Stefan Bauer Gunnar Rätsch Bernhard Schölkopf Olivier Bachem DRL CML CoGe 96 124 0 03 May 2019
Neural source-filter waveform models for statistical parametric speech synthesis Xin Wang Shinji Takaki Junichi Yamagishi 87 118 0 27 Apr 2019
Diagnosing and Enhancing VAE Models Bin Dai David Wipf DRL 68 381 0 14 Mar 2019
Speech enhancement with variational autoencoders and alpha-stable distributions Simon Leglaive Umut Simsekli Antoine Liutkus Laurent Girin Radu Horaud DRL 53 36 0 08 Feb 2019
A variance modeling framework based on variational autoencoders for speech enhancement Simon Leglaive Laurent Girin Radu Horaud DRL 53 91 0 05 Feb 2019
Towards a Definition of Disentangled Representations I. Higgins David Amos David Pfau S. Racanière Loic Matthey Danilo Jimenez Rezende Alexander Lerchner OCL DRL 111 480 0 05 Dec 2018
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations Francesco Locatello Stefan Bauer Mario Lucic Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Olivier Bachem OOD 139 1,473 0 29 Nov 2018
WaveGlow: A Flow-based Generative Network for Speech Synthesis R. Prenger Rafael Valle Bryan Catanzaro 155 1,036 0 31 Oct 2018
LPCNet: Improving Neural Speech Synthesis Through Linear Prediction J. Valin Jan Skoglund 74 451 0 28 Oct 2018
CREPE: A Convolutional Representation for Pitch Estimation Jong Wook Kim Justin Salamon P. Li J. P. Bello 69 385 0 17 Feb 2018
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 68 1,356 0 16 Feb 2018
Statistical Speech Enhancement Based on Probabilistic Integration of Variational Autoencoder and Non-Negative Matrix Factorization Yoshiaki Bando Masato Mimura Katsutoshi Itoyama Kazuyoshi Yoshii Tatsuya Kawahara 71 120 0 31 Oct 2017
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data Wei-Ning Hsu Yu Zhang James R. Glass BDL SSL 84 354 0 22 Sep 2017
Voice Conversion from Non-parallel Corpora Using Variational Auto-encoder Chin-Cheng Hsu Hsin-Te Hwang Yi-Chiao Wu Yu Tsao H. Wang 91 304 0 13 Oct 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 161 4,238 0 12 Jun 2016
Adversarial Autoencoders Alireza Makhzani Jonathon Shlens Navdeep Jaitly Ian Goodfellow Brendan J. Frey GAN 106 2,228 0 18 Nov 2015
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 286 12,460 0 24 Jun 2012