4 papers
Geometry-adaptive Ambisonic encoding for sparse microphone arrays of variable topology using physics-informed diffusion
Xiang Zhou, Zhengqiao Zhao, Zhengding Luo +1
Ambisonics delivers compact scene based spatial audio representation, yet higher order Ambisonic encoding poses difficulties for wearables and embedded hardware. Their microphone a…
Determined blind source separation via modeling adjacent frequency band correlations in speech signals
Jianyu Wang, Shanzheng Guan, Zhengqiao Zhao +2
Multichannel blind source separation (MBSS), which focuses on separating signals of interest from mixed observations, has been extensively studied in acoustic and speech processing…
Joint Tensor and Inter-View Low-Rank Recovery for Incomplete Multiview Clustering
Jianyu Wang, Zhengqiao Zhao, Nicolas Dobigeon +1
Incomplete multiview clustering (IMVC) has gained significant attention for its effectiveness in handling missing sample challenges across various views in real-world multiview clu…
Mapping EEG Signals to Visual Stimuli: A Deep Learning Approach to Match vs. Mismatch Classification
Yiqian Yang, Zhengqiao Zhao, Qian Wang +2
Existing approaches to modeling associations between visual stimuli and brain responses are facing difficulties in handling between-subject variance and model generalization. Inspi…