Vowel Sound Synthesis from Electroencephalography during Listening and Recalling

Sound Synthesis In article number 2000164, Natsue Yoshimura and co‐workers succeed to synthesize vowel speech sounds from electroencephalography recorded during listening and recalling. The sounds were sufficiently natural with recognition rates of >85%, and the brain areas extracted by convoluti...

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Veröffentlicht in:Advanced intelligent systems 2021-02, Vol.3 (2), p.n/a
Hauptverfasser: Akashi, Wataru, Kambara, Hiroyuki, Ogata, Yousuke, Koike, Yasuharu, Minati, Ludovico, Yoshimura, Natsue
Format: Artikel
Sprache:eng
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Zusammenfassung:Sound Synthesis In article number 2000164, Natsue Yoshimura and co‐workers succeed to synthesize vowel speech sounds from electroencephalography recorded during listening and recalling. The sounds were sufficiently natural with recognition rates of >85%, and the brain areas extracted by convolutional neural network (CNN) were physiologically reasonable areas. The cover image represents sound signals inside and outside of the brain and a deformed structure of the CNN.
ISSN:2640-4567
2640-4567
DOI:10.1002/aisy.202170023