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
fDate :
Aug. 30 2011-Sept. 3 2011
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;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091326