Brain-computer interface technology for speech recognition: A review

This paper presents an overview of the studies that have been conducted with the purpose of understanding the use of brain signals as input to a speech recogniser. The studies have been categorised based on the type of the technology used with a summary of the methodologies used and achieved results...

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Published in2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA) pp. 1 - 5
Main Authors AlSaleh, Mashael M., Arvaneh, Mahnaz, Christensen, Heidi, Moore, Roger K.
Format Conference Proceeding
LanguageEnglish
Published Asia Pacific Signal and Information Processing Association 01.12.2016
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DOI10.1109/APSIPA.2016.7820826

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Abstract This paper presents an overview of the studies that have been conducted with the purpose of understanding the use of brain signals as input to a speech recogniser. The studies have been categorised based on the type of the technology used with a summary of the methodologies used and achieved results. In addition, the paper gives an insight into some studies that examined the effect of the chosen stimuli on brain activities as an important factor in the recognition process. The remaining part of this paper lists the limitations of the available studies and the challenges for future work in this area.
AbstractList This paper presents an overview of the studies that have been conducted with the purpose of understanding the use of brain signals as input to a speech recogniser. The studies have been categorised based on the type of the technology used with a summary of the methodologies used and achieved results. In addition, the paper gives an insight into some studies that examined the effect of the chosen stimuli on brain activities as an important factor in the recognition process. The remaining part of this paper lists the limitations of the available studies and the challenges for future work in this area.
Author AlSaleh, Mashael M.
Christensen, Heidi
Arvaneh, Mahnaz
Moore, Roger K.
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  givenname: Roger K.
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  fullname: Moore, Roger K.
  email: r.k.moore@sheffield.ac.uk
  organization: Univ. of Sheffield, Sheffield, UK
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Snippet This paper presents an overview of the studies that have been conducted with the purpose of understanding the use of brain signals as input to a speech...
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SubjectTerms Brain
Electroencephalography
Hidden Markov models
Production
Speech
Speech recognition
Support vector machines
Title Brain-computer interface technology for speech recognition: A review
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