A Recurrent Variational Autoencoder for Speech Enhancement

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A Recurrent Variational Autoencoder for Speech Enhancement

24 October 2019

Xavier Alameda-Pineda

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Papers citing "A Recurrent Variational Autoencoder for Speech Enhancement"

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Title
Exploiting the capacity of deep networks only at training stage for nonlinear black-box system identification V. M. Eivaghi M. A. Shoorehdeli 71 0 0 26 Dec 2023
Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation Xiaoyu Lin Laurent Girin Xavier Alameda-Pineda 61 2 0 07 Dec 2023
Diffusion-based speech enhancement with a weighted generative-supervised learning loss Jean-Eudes Ayilo Mostafa Sadeghi Romain Serizel DiffM 72 10 0 19 Sep 2023
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 119 23 0 01 Dec 2022
A weighted-variance variational autoencoder model for speech enhancement A. Golmakani M. Sadeghi Xavier Alameda-Pineda Romain Serizel 82 1 0 02 Nov 2022
SRTNet: Time Domain Speech Enhancement Via Stochastic Refinement Zhibin Qiu Mengfan Fu Yinfeng Yu Lili Yin Gang Hua Hao-Ming Huang DiffM 145 19 0 30 Oct 2022
Improved Normalizing Flow-Based Speech Enhancement using an All-pole Gammatone Filterbank for Conditional Input Representation Martin Strauss Matteo Torcoli B. Edler 44 5 0 21 Oct 2022
Conditional Diffusion Probabilistic Model for Speech Enhancement Yen-Ju Lu Zhongqiu Wang Shinji Watanabe Alexander Richard Cheng Yu Yu Tsao DiffM 81 191 0 10 Feb 2022
U-shaped Transformer with Frequency-Band Aware Attention for Speech Enhancement Yi Li Yang Sun S. M. Naqvi 60 29 0 11 Dec 2021
Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders Xiaoyu Bie Simon Leglaive Xavier Alameda-Pineda Laurent Girin DiffM 103 55 0 23 Jun 2021
A Flow-Based Neural Network for Time Domain Speech Enhancement Martin Strauss B. Edler 63 33 0 16 Jun 2021
A Benchmark of Dynamical Variational Autoencoders applied to Speech Spectrogram Modeling Xiaoyu Bie Laurent Girin Simon Leglaive Thomas Hueber Xavier Alameda-Pineda 55 12 0 11 Jun 2021
Learning Robust Latent Representations for Controllable Speech Synthesis Shakti Kumar Jithin Pradeep Hussain Zaidi DRL 68 6 0 10 May 2021
Can We Trust Deep Speech Prior? Ying Shi Haolin Chen Zhiyuan Tang Lantian Li Dong Wang Jiqing Han 58 1 0 04 Nov 2020
Dynamical Variational Autoencoders: A Comprehensive Review Laurent Girin Simon Leglaive Xiaoyu Bie Julien Diard Thomas Hueber Xavier Alameda-Pineda BDL 143 222 0 28 Aug 2020