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dc.contributor.authorGreen, Phil D.
dc.contributor.authorMurphy, Damian
dc.contributor.authorGully, Amelia
dc.contributor.authorGilbert, James M.
dc.contributor.authorGonzález López, José Andrés
dc.date.accessioned2018-10-29T11:33:38Z
dc.date.available2018-10-29T11:33:38Z
dc.date.created2018
dc.date.issued2018-10-29
dc.identifier.urihttps://hdl.handle.net/10630/16733
dc.description.abstractEvery year, some 17,500 people in Europe and North America lose the power of speech after undergoing a laryngectomy, normally as a treatment for throat cancer. Several research groups have recently demonstrated that it is possible to restore speech to these people by using machine learning to learn the transformation from articulator movement to sound. In our project articulator movement is captured by a technique developed by our collaborators at Hull University called Permanent Magnet Articulography (PMA), which senses the changes of magnetic field caused by movements of small magnets attached to the lips and tongue. This solution, however, requires synchronous PMA-and-audio recordings for learning the transformation and, hence, it cannot be applied to people who have already lost their voice. Here we propose to investigate a variant of this technique in which the PMA data are used to drive an articulatory synthesiser, which generates speech acoustics by simulating the airflow through a computational model of the vocal tract. The project goals, participants, current status, and achievements of the project are discussed below.en_US
dc.description.sponsorshipUniversidad de Málaga. Campus de Excelencia Internacional Andalucía Tech.en_US
dc.language.isoengen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/*
dc.subjectLenguaje - Trastornosen_US
dc.subject.otherSpeech restorationen_US
dc.subject.otherSilent speech interfacesen_US
dc.subject.otherPermanent magnet articulographyen_US
dc.subject.otherArticulatory synthesisen_US
dc.subject.otherMagnetic resonance imagingen_US
dc.titleSilent speech: restoring the power of speech to people whose larynx has been removeden_US
dc.typeinfo:eu-repo/semantics/conferenceObjecten_US
dc.centroE.T.S.I. Informáticaen_US
dc.relation.eventtitleIberSPEECH 2018en_US
dc.relation.eventplaceBarcelona, Españaen_US
dc.relation.eventdate21/11/2018en_US
dc.rights.ccAtribución-NoComercial 4.0 Internacional*


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