Integrating Statistical Uncertainty into Neural Network-Based Speech Enhancement

4 March 2022

Papers citing "Integrating Statistical Uncertainty into Neural Network-Based Speech Enhancement"

5 / 5 papers shown

Title
Integrating Uncertainty into Neural Network-based Speech Enhancement Hu Fang Dennis Becker S. Wermter Timo Gerkmann UQCV 29 2 0 15 May 2023
Uncertainty Estimation in Deep Speech Enhancement Using Complex Gaussian Mixture Models Hu Fang Timo Gerkmann UQCV 16 3 0 09 Dec 2022
Leveraging Heteroscedastic Uncertainty in Learning Complex Spectral Mapping for Single-channel Speech Enhancement Kuan-Lin Chen Daniel D. E. Wong Ke Tan Buye Xu Anurag Kumar V. Ithapu 29 1 0 16 Nov 2022
End-to-End Label Uncertainty Modeling in Speech Emotion Recognition using Bayesian Neural Networks and Label Distribution Learning N. Prabhu N. Lehmann-Willenbrock Timo Gerkmann UQCV 18 6 0 30 Sep 2022
Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder Hu Fang Guillaume Carbajal S. Wermter Timo Gerkmann 39 59 0 17 Feb 2021