574 citations · 866 across the 29 of their papers we have counts for
4 papers · 1 filter
Multichannel Online Dereverberation based on Spectral Magnitude Inverse Filtering
Xiaofei Li, Laurent Girin, Sharon Gannot +1
This paper addresses the problem of multichannel online dereverberation. The proposed method is carried out in the short-time Fourier transform (STFT) domain, and for each frequenc…
Deep Clustering Based on a Mixture of Autoencoders
Shlomo E. Chazan, Sharon Gannot, Jacob Goldberger
In this paper we propose a Deep Autoencoder MIxture Clustering (DAMIC) algorithm based on a mixture of deep autoencoders where each cluster is represented by an autoencoder. A clus…
Speech Dereverberation Using Fully Convolutional Networks
Ori Ernst, Shlomo E. Chazan, Sharon Gannot +1
Speech derverberation using a single microphone is addressed in this paper. Motivated by the recent success of the fully convolutional networks (FCN) in many image processing appli…
Data-Driven Source Separation Based on Simplex Analysis
Bracha Laufer-Goldshtein, Ronen Talmon, Sharon Gannot
Blind source separation (BSS) is addressed, using a novel data-driven approach, based on a well-established probabilistic model. The proposed method is specifically designed for se…