Integrating Uncertainty into Neural Network-based Speech Enhancement

15 May 2023

Papers citing "Integrating Uncertainty into Neural Network-based Speech Enhancement"

5 / 5 papers shown

Title
MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech Szu-Wei Fu Cheng Yu Kuo-Hsuan Hung Mirco Ravanelli Yu Tsao 30 46 0 12 Oct 2021
Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder Hu Fang Guillaume Carbajal S. Wermter Timo Gerkmann 31 59 0 17 Feb 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 197 745 0 06 Jun 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 279 9,136 0 06 Jun 2015