most citedConvConcatNet: a deep convolutional neural network to reconstruct mel spectrogram from the EEG

10 citations · 14 across the 8 of their papers we have counts for

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cs.SD2026

Cross-Subject Generalization in Decoding Perceived Speech from Non-Invasive Brain Recordings

Aoke Zhang, Bo Wang, Xihong Wu +2

Decoding perceived speech from non-invasive brain recordings has garnered significant attention in recent years due to its wide range of potential applications. However, existing m…

cs.SD2026

SHINE: Sequential Hierarchical Integration Network for EEG and MEG

Xiran Xu, Yujie Yan, Songyi Li +5

How natural speech is represented in the brain constitutes a major challenge for cognitive neuroscience. Reconstructing the speech envelope and Mel spectrogram from EEG and MEG pro…