115 citations · 433 across the 30 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.SD2019★ 16 cited
Narrow-band Deep Filtering for Multichannel Speech Enhancement
Xiaofei LI, Radu Horaud
In this paper, we address the problem of multichannel speech enhancement in the short-time Fourier transform (STFT) domain. A long short-time memory (LSTM) network takes as input a…
cs.SD2019★ 4 cited
Expectation-Maximization for Speech Source Separation Using Convolutive Transfer Function
Xiaofei Li, Laurent Girin, Radu Horaud
This paper addresses the problem of under-determinded speech source separation from multichannel microphone singals, i.e. the convolutive mixtures of multiple sources. The time-dom…
eess.SP2019★ 14 cited
Audio-noise Power Spectral Density Estimation Using Long Short-term Memory
Xiaofei Li, Simon Leglaive, Laurent Girin +1
We propose a method using a long short-term memory (LSTM) network to estimate the noise power spectral density (PSD) of single-channel audio signals represented in the short time F…