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Feasibility of decoding covert speech in ECoG with a Transformer trained on overt speech

Abstract Several attempts for speech brain–computer interfacing (BCI) have been made to decode phonemes, sub-words, words, or sentences using invasive measurements, such as the electrocorticogram (ECoG), during auditory speech perception, overt speech, or imagined (covert) speech. Decoding sentences...

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Principais autores: Shuji Komeiji, Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano, Koichi Shinoda, Toshihisa Tanaka
Formato: Artigo
Idioma:Inglês
Publicado: Nature Portfolio 2024-05-01
Series:Scientific Reports
Acceso en liña:https://doi.org/10.1038/s41598-024-62230-9
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