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Assessment and Communication for People with Disorders of Consciousness
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Key considerations in designing a speech brain-computer interface.

Florent Bocquelet1, Thomas Hueber2, Laurent Girin2

  • 1INSERM, BrainTech Laboratory U1205, F-38000 Grenoble, France; Univ. Grenoble Alpes, BrainTech Laboratory U1205, F-38000 Grenoble, France.

Journal of Physiology, Paris
|July 31, 2017
PubMed
Summary
This summary is machine-generated.

Developing brain-computer interfaces (BCIs) for speech restoration in aphasia requires careful selection of brain regions, recording techniques, and decoding strategies for artificial speech synthesis from neural signals.

Keywords:
AphasiaNeural decodingNeural prosthesisRehabilitationSilent speechSpeech synthesis

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Area of Science:

  • Neurotechnology
  • Speech Science
  • Computational Neuroscience

Background:

  • Aphasia significantly impairs communication, posing a challenge for neurotechnological solutions.
  • Brain-computer interfaces (BCIs) offer a potential pathway for restoring speech through artificial synthesis.
  • Current speech BCIs are nascent, necessitating strategic design choices.

Purpose of the Study:

  • To outline key considerations for designing speech BCIs.
  • To review current knowledge on neural correlates of speech production.
  • To explore challenges in decoding speech signals for synthesis.

Main Methods:

  • Review of functional neuroanatomy of speech production (overt and covert).
  • Analysis of literature on brain recording techniques for speech signal decoding.
  • Examination of speech synthesis approaches based on decoded speech representations (phonetic, acoustic, articulatory).

Main Results:

  • Identification of critical design choices for speech BCIs: brain region selection, recording technique, and decoding/synthesis methods.
  • Understanding the neuroanatomical basis of speech is crucial for targeted neural signal acquisition.
  • Diverse brain recording techniques offer varying capabilities for capturing speech-related neural activity.

Conclusions:

  • Successful speech BCIs depend on integrating neuroanatomy, advanced recording, and sophisticated decoding/synthesis.
  • Future research should focus on optimizing these interconnected components for effective communication restoration.
  • The development of speech BCIs requires a multidisciplinary approach encompassing neuroscience, engineering, and linguistics.