Literature DB >> 28756027

Key considerations in designing a speech brain-computer interface.

Florent Bocquelet1, Thomas Hueber2, Laurent Girin2, Stéphan Chabardès3, Blaise Yvert4.   

Abstract

Restoring communication in case of aphasia is a key challenge for neurotechnologies. To this end, brain-computer strategies can be envisioned to allow artificial speech synthesis from the continuous decoding of neural signals underlying speech imagination. Such speech brain-computer interfaces do not exist yet and their design should consider three key choices that need to be made: the choice of appropriate brain regions to record neural activity from, the choice of an appropriate recording technique, and the choice of a neural decoding scheme in association with an appropriate speech synthesis method. These key considerations are discussed here in light of (1) the current understanding of the functional neuroanatomy of cortical areas underlying overt and covert speech production, (2) the available literature making use of a variety of brain recording techniques to better characterize and address the challenge of decoding cortical speech signals, and (3) the different speech synthesis approaches that can be considered depending on the level of speech representation (phonetic, acoustic or articulatory) envisioned to be decoded at the core of a speech BCI paradigm.
Copyright © 2017 The Author(s). Published by Elsevier Ltd.. All rights reserved.

Entities:  

Keywords:  Aphasia; Neural decoding; Neural prosthesis; Rehabilitation; Silent speech; Speech synthesis

Mesh:

Year:  2017        PMID: 28756027     DOI: 10.1016/j.jphysparis.2017.07.002

Source DB:  PubMed          Journal:  J Physiol Paris        ISSN: 0928-4257


  10 in total

1.  Speech synthesis from ECoG using densely connected 3D convolutional neural networks.

Authors:  Miguel Angrick; Christian Herff; Emily Mugler; Matthew C Tate; Marc W Slutzky; Dean J Krusienski; Tanja Schultz
Journal:  J Neural Eng       Date:  2019-03-04       Impact factor: 5.379

2.  Workshops of the Seventh International Brain-Computer Interface Meeting: Not Getting Lost in Translation.

Authors:  Jane E Huggins; Christoph Guger; Erik Aarnoutse; Brendan Allison; Charles W Anderson; Steven Bedrick; Walter Besio; Ricardo Chavarriaga; Jennifer L Collinger; An H Do; Christian Herff; Matthias Hohmann; Michelle Kinsella; Kyuhwa Lee; Fabien Lotte; Gernot Müller-Putz; Anton Nijholt; Elmar Pels; Betts Peters; Felix Putze; Rüdiger Rupp; Gerwin Schalk; Stephanie Scott; Michael Tangermann; Paul Tubig; Thorsten Zander
Journal:  Brain Comput Interfaces (Abingdon)       Date:  2019-12-10

3.  Imagined speech can be decoded from low- and cross-frequency intracranial EEG features.

Authors:  Timothée Proix; Jaime Delgado Saa; Andy Christen; Stephanie Martin; Brian N Pasley; Robert T Knight; Xing Tian; David Poeppel; Werner K Doyle; Orrin Devinsky; Luc H Arnal; Pierre Mégevand; Anne-Lise Giraud
Journal:  Nat Commun       Date:  2022-01-10       Impact factor: 17.694

4.  Brain Computer Interfaces and Communication Disabilities: Ethical, Legal, and Social Aspects of Decoding Speech From the Brain.

Authors:  Jennifer A Chandler; Kiah I Van der Loos; Susan Boehnke; Jonas S Beaudry; Daniel Z Buchman; Judy Illes
Journal:  Front Hum Neurosci       Date:  2022-04-21       Impact factor: 3.473

5.  Dataset of Speech Production in intracranial.Electroencephalography.

Authors:  Maxime Verwoert; Maarten C Ottenhoff; Sophocles Goulis; Albert J Colon; Louis Wagner; Simon Tousseyn; Johannes P van Dijk; Pieter L Kubben; Christian Herff
Journal:  Sci Data       Date:  2022-07-22       Impact factor: 8.501

6.  Improving classification and reconstruction of imagined images from EEG signals.

Authors:  Hirokatsu Shimizu; Ramesh Srinivasan
Journal:  PLoS One       Date:  2022-09-21       Impact factor: 3.752

7.  Ethical Challenges of Risk, Informed Consent, and Posttrial Responsibilities in Human Research With Neural Devices: A Review.

Authors:  Saskia Hendriks; Christine Grady; Khara M Ramos; Winston Chiong; Joseph J Fins; Paul Ford; Sara Goering; Henry T Greely; Katrina Hutchison; Michael L Kelly; Scott Y H Kim; Eran Klein; Sarah H Lisanby; Helen Mayberg; Hannah Maslen; Franklin G Miller; Karen Rommelfanger; Sameer A Sheth; Anna Wexler
Journal:  JAMA Neurol       Date:  2019-10-17       Impact factor: 29.907

Review 8.  Neurolinguistics Research Advancing Development of a Direct-Speech Brain-Computer Interface.

Authors:  Ciaran Cooney; Raffaella Folli; Damien Coyle
Journal:  iScience       Date:  2018-09-22

9.  When Thinking is Doing: Responsibility for BCI-Mediated Action.

Authors:  Stephen Rainey; Hannah Maslen; Julian Savulescu
Journal:  AJOB Neurosci       Date:  2020 Jan-Mar

10.  Control and Ownership of Neuroprosthetic Speech.

Authors:  Hannah Maslen; Stephen Rainey
Journal:  Philos Technol       Date:  2020-01-22
  10 in total

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