Decoding of imagined speech electroencephalography neural signals using transfer learning method
Nrushingh Charan Mahapatra,
Prachet Bhuyan
Abstract:The use of brain-computer interfaces to produce imagined speech from brain waves has the potential to assist individuals with difficulty producing speech or communicating silently. The decoding of covert speech has been observed to have limited efficacy due to the diverse nature of the associated measured brain waves and the limited number of covert speech databases. As a result, traditional machine learning algorithms for learning and inference are challenging, and one of the real alternatives could be to lev… Show more
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