Author

Tian Zheng

2 papers indexed here

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Preprint Jul 2026

Joint Text-Audio Alignment for EEG-to-Text Decoding in Chinese Speech Production and Perception

Decoding speech information directly from scalp electroencephalography (EEG) into text provides a potential non-invasive neural communication pathway for individuals with severe speech and motor impairments. Compared with invasive approaches such as electrocorticography, EEG is safer and more widely deployable, yet sub...

Tian Zheng, Xurong Xie, Xinxin Zhu et al. · 0 citations

Open access Jul 2026

Decoding Chinese speech across multiple neural conditions via EEG: dataset construction and interpretability driven spatial optimization

The potential of neural signal decoding technologies in communication assistance is demonstrated, the decodability of Chinese Mandarin EEG datasets are revealed, and feasible recommendations for the future design of Chinese BCI applications are provided.

Haoming Wang, Gaoyuan Zhang, Xu-Rong Xie et al. · Frontiers in Psychology · 1 citation