Artificial speech synthesizer control by brain-computer interface

被引:0
|
作者
Brumberg, Jonathan S. [1 ,2 ]
Kennedy, Philip R. [2 ]
Guenther, Frank H. [1 ,3 ]
机构
[1] Boston Univ, Dept Cognit & Neural Syst, Boston, MA 02215 USA
[2] Neural Signal Inc, Duluth 30096, GA USA
[3] Harvard Univ, MIT, Div Hlth Sci & Technol, Amherst, MA 01003 USA
来源
INTERSPEECH 2009: 10TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2009, VOLS 1-5 | 2009年
基金
美国国家科学基金会;
关键词
speech synthesis; brain computer interface; INTRACORTICAL ELECTRODE ARRAY; CONE ELECTRODE; INTERVAL; BCI;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We developed and tested a brain-computer interface for control of an artificial speech synthesizer by an individual with near complete paralysis. This neural prosthesis for speech restoration is currently capable of predicting vowel formant frequencies based on neural activity recorded from an intracortical microelectrode implanted in the left hemisphere speech motor cortex. Using instantaneous auditory feedback (< 50 ms) of predicted formant frequencies, the study participant has been able to correctly perform a vowel production task at a maximum rate of 80-90% correct.
引用
收藏
页码:652 / +
页数:2
相关论文
共 50 条
  • [1] Coordinated control of an intelligentwheelchair based on a brain-computer interface and speech recognition
    Wang, Hong-tao
    Li, Yuan-qing
    Yu, Tian-you
    JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE C-COMPUTERS & ELECTRONICS, 2014, 15 (10): : 832 - 838
  • [2] Using the electrocorticographic speech network to control a brain-computer interface in humans
    Leuthardt, Eric C.
    Gaona, Charles
    Sharma, Mohit
    Szrama, Nicholas
    Roland, Jarod
    Freudenberg, Zac
    Solis, Jamie
    Breshears, Jonathan
    Schalk, Gerwin
    JOURNAL OF NEURAL ENGINEERING, 2011, 8 (03)
  • [3] Brain-computer interface (BCI)-generated speech to control domotic devices
    Velasco-Alvarez, Francisco
    Fernandez-Rodriguez, Alvaro
    Ron-Angevin, Ricardo
    NEUROCOMPUTING, 2022, 509 : 121 - 136
  • [4] Coordinated control of an intelligentwheelchair based on a brain-computer interface and speech recognition
    Hong-tao Wang
    Yuan-qing Li
    Tian-you Yu
    Journal of Zhejiang University SCIENCE C, 2014, 15 : 832 - 838
  • [5] Brain-computer interface (BCI)-generated speech to control domotic devices
    Velasco-Álvarez, Francisco
    Fernández-Rodríguez, Álvaro
    Ron-Angevin, Ricardo
    Neurocomputing, 2022, 509 : 121 - 136
  • [6] Environmental control by a brain-computer interface
    Karmali, F
    Polak, M
    Kostov, A
    PROCEEDINGS OF THE 22ND ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4, 2000, 22 : 2990 - 2992
  • [7] An auditory brain-computer interface evoked by natural speech
    Lopez-Gordo, M. A.
    Fernandez, E.
    Romero, S.
    Pelayo, F.
    Prieto, Alberto
    JOURNAL OF NEURAL ENGINEERING, 2012, 9 (03)
  • [8] Brain-Computer Interface Technology for Speech Recognition: A Review
    AlSaleh, Mashael M.
    Arvaneh, Mahnaz
    Christensen, Heidi
    Moore, Roger K.
    2016 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA), 2016,
  • [9] Brain-Computer Interface for Virtual Reality Control
    Guger, Christoph
    Groenegress, Chris
    Holzner, Clemens
    Edlinger, Guenter
    Slater, Mel
    CYBERPSYCHOLOGY & BEHAVIOR, 2009, 12 (01): : 84 - 84
  • [10] BRAIN-COMPUTER INTERFACE BASED CONTROL FOR DISABLED
    Sharma, Manish
    Rafiuddin, Nidal
    Sarfaraz, Mohammad
    Khan, Yusuf Uzzaman
    2022 5TH INTERNATIONAL CONFERENCE ON MULTIMEDIA, SIGNAL PROCESSING AND COMMUNICATION TECHNOLOGIES (IMPACT), 2022,