7 citations · 7 across the 4 of their papers we have counts for
4 papers · 1 filter
Wind Noise Reduction with a Diffusion-based Stochastic Regeneration Model
Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning +1
In this paper we present a method for single-channel wind noise reduction using our previously proposed diffusion-based stochastic regeneration model combining predictive and gener…
Customizable End-to-end Optimization of Online Neural Network-supported Dereverberation for Hearing Devices
Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning +1
This work focuses on online dereverberation for hearing devices using the weighted prediction error (WPE) algorithm. WPE filtering requires an estimate of the target speech power s…
A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices
Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning +1
A two-stage lightweight online dereverberation algorithm for hearing devices is presented in this paper. The approach combines a multi-channel multi-frame linear filter with a sing…
Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments
Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning +1
In this paper, a neural network-augmented algorithm for noise-robust online dereverberation with a Kalman filtering variant of the weighted prediction error (WPE) method is propose…