How Far Are We From the Realization of Non-Invasive Speech BCIs? A Deep Learning Scaling Law-Guided Clinical Analysis
Early brain-computer interfaces (BCIs) based on motor imagery have achieved notable success. Since 2023, pioneering work on high-performance BCIs - speech BCIs - has garnered widespread attention. These BCIs enable real-time translation of spontaneous
Authors
- Xia Liang (ORCID: https://orcid.org/0000-0003-3882-5406)
- Bing Qin (ORCID: https://orcid.org/0000-0002-2543-5604)
- T. J. Jiang (ORCID: https://orcid.org/0009-0005-1126-1120)
- Yu Bao (ORCID: https://orcid.org/0000-0002-5276-7532)
- Ting Liu (ORCID: https://orcid.org/0000-0002-9091-7757)
- Kai Xiong (ORCID: https://orcid.org/0000-0002-5909-3075)
- Juntong Du (ORCID: https://orcid.org/0009-0001-4381-5280)
- Xiao Ding (ORCID: https://orcid.org/0000-0002-5838-0320)
- Zihan Zhang (ORCID: https://orcid.org/0009-0006-7530-9127)
Institutions
- Harbin Medical University (CN)
- Harbin Institute of Technology (CN)
- First Affiliated Hospital of Harbin Medical University (CN)
Publication Details
- Published
- 2025-08-22
- DOI
- https://doi.org/10.22541/au.175584705.58359140/v1
- Primary Topic
- Speech and dialogue systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00