Search Results for author: Qing-Tian Xu

Found 2 papers, 1 papers with code

Sparsity-Driven EEG Channel Selection for Brain-Assisted Speech Enhancement

no code implementations22 Nov 2023 Jie Zhang, Qing-Tian Xu, Zhen-Hua Ling

In this work, we therefore propose a novel end-to-end brain-assisted speech enhancement network (BASEN), which incorporates the listeners' EEG signals and adopts a temporal convolutional network together with a convolutional multi-layer cross attention module to fuse EEG-audio features.

EEG Speech Enhancement

BASEN: Time-Domain Brain-Assisted Speech Enhancement Network with Convolutional Cross Attention in Multi-talker Conditions

1 code implementation17 May 2023 Jie Zhang, Qing-Tian Xu, Qiu-Shi Zhu, Zhen-Hua Ling

In this paper, we thus propose a novel time-domain brain-assisted SE network (BASEN) incorporating electroencephalography (EEG) signals recorded from the listener for extracting the target speaker from monaural speech mixtures.

EEG Speech Enhancement

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