• DocumentCode
    2492862
  • Title

    Brain-machine interfaces for real-time speech synthesis

  • Author

    Guenther, Frank H. ; Brumberg, Jonathan S.

  • Author_Institution
    Depts. of Speech, Language, & Hearing Sci. & Cognitive & Neural Syst., Boston Univ., Boston, MA, USA
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    5360
  • Lastpage
    5363
  • Abstract
    This paper reports on studies involving brain-machine interfaces (BMIs) that provide near-instantaneous audio feedback from a speech synthesizer to the BMI user. In one study, neural signals recorded by an intracranial electrode implanted in a speech-related region of the left precentral gyrus of a human volunteer suffering from locked-in syndrome were transmitted wirelessly across the scalp and used to drive a formant synthesizer, allowing the user to produce vowels. In a second, pilot study, a neurologically normal user was able to drive the formant synthesizer with imagined movements detected using electroencephalography. Our results support the feasibility of neural prostheses that have the potential to provide near-conversational synthetic speech for individuals with severely impaired speech output.impaired speech output.
  • Keywords
    biomedical electrodes; brain-computer interfaces; electroencephalography; neurophysiology; prosthetics; speech synthesis; BMI user; brain-machine interface; electroencephalography; human volunteer; intracranial electrode; left precentral gyrus; locked-in syndrome; near-instantaneous audio feedback; neural prosthetics; neural signals; neurologically normal user; real-time speech synthesis; Decoding; Electrodes; Electroencephalography; Production; Real time systems; Speech; Synthesizers; Adult; Biofeedback, Psychology; Brain; Communication Aids for Disabled; Computer Systems; Electroencephalography; Equipment Design; Equipment Failure Analysis; Humans; Imagination; Pilot Projects; Quadriplegia; Therapy, Computer-Assisted; User-Computer Interface;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091326
  • Filename
    6091326