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Yuanming Zhang

2 accepted papers

2024

FDNet: A Novel Multivariate Time Series Classification Model Through Fusing Feature and Difference

ICASSP 2024accepted

The classification problem of multivariate time series has been widely used in many fields, but current methods still cannot achieve high accuracy. In this paper, a novel multivariate time series classification model named FDNet (Feature and Difference encoding fused Network) is proposed. A structur…

Cited by 0SourceScholar
2023

A Learnable Spatial Mapping for Decoding the Directional Focus of Auditory Attention Using EEG

ICASSP 2023accepted

One of the important tasks of auditory attention decoding is to identify the attended speaker’s direction from the listener’s EEG signals. Compared to rule-based methods, deep neural networks (DNNs) have recently shown significantly better identification accuracy, especially with short decision wind…

Cited by 0SourceScholar