592 citations · 4.5k across the 68 of their papers we have counts for
8 papers · 1 filter
A cascaded multiple-speaker localization and tracking system
Xiaofei Li, Yutong Ban, Laurent Girin +2
This paper presents an online multiple-speaker localization and tracking method, as the INRIA-Perception contribution to the LOCATA Challenge 2018. First, the recursive least-squar…
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…
Tracking Multiple Audio Sources with the von Mises Distribution and Variational EM
Yutong Ban, Xavier Alameda-PIneda, Christine Evers +1
In this paper we address the problem of simultaneously tracking several moving audio sources, namely the problem of estimating source trajectories from a sequence of observed featu…
Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization
Simon Leglaive, Laurent Girin, Radu Horaud
In this paper we address speaker-independent multichannel speech enhancement in unknown noisy environments. Our work is based on a well-established multichannel local Gaussian mode…
Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers
Yutong Ban, Xavier Alameda-Pineda, Laurent Girin +1
In this paper we address the problem of tracking multiple speakers via the fusion of visual and auditory information. We propose to exploit the complementary nature of these two mo…
Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments
Xiaofei Li, Yutong Ban, Laurent Girin +2
We address the problem of online localization and tracking of multiple moving speakers in reverberant environments. The paper has the following contributions. We use the direct-pat…