61 citations · 84 across the 3 of their papers we have counts for
3 papers
cs.SD2023★ 1 cited
Dual-path Transformer Based Neural Beamformer for Target Speech Extraction
Aoqi Guo, Sichong Qian, Baoxiang Li +1
Neural beamformers, which integrate both pre-separation and beamforming modules, have demonstrated impressive effectiveness in target speech extraction. Nevertheless, the performan…
stat.ML2020★ 22 cited
Training a U-Net based on a random mode-coupling matrix model to recover acoustic interference striations
Xiaolei Li, Wenhua Song, Dazhi Gao +2
A U-Net is trained to recover acoustic interference striations (AISs) from distorted ones. A random mode-coupling matrix model is introduced to generate a large number of training…
cs.LG2019★ 61 cited
Sound source ranging using a feed-forward neural network with fitting-based early stopping
Jing Chi, Xiaolei Li, Haozhong Wang +2
When a feed-forward neural network (FNN) is trained for source ranging in an ocean waveguide, it is difficult evaluating the range accuracy of the FNN on unlabeled test data. A fit…