26 citations · 34 across the 5 of their papers we have counts for
Showing 2016 · cs.SDShow all
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cs.SD2016★ 26 cited
Neural networks based EEG-Speech Models
Pengfei Sun, Jun Qin
In this paper, we propose an end-to-end neural network (NN) based EEG-speech (NES) modeling framework, in which three network structures are developed to map imagined EEG signals t…
cs.SD2016★ 5 cited
Enhanced Factored Three-Way Restricted Boltzmann Machines for Speech Detection
Pengfei Sun, Jun Qin
In this letter, we propose enhanced factored three way restricted Boltzmann machines (EFTW-RBMs) for speech detection. The proposed model incorporates conditional feature learning…
cs.SD2016
Semi-supervised Speech Enhancement in Envelop and Details Subspaces
Pengfei Sun, Jun Qin
In this study, we propose a modulation decoupling based single channel speech enhancement subspace framework, in which the spectrogram of noisy speech is decoupled as the product o…