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Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/32394
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dc.contributor.authorPahar, Madhuranandaen_UK
dc.contributor.authorSmith, Leslie Sen_UK
dc.date.accessioned2021-03-11T01:02:07Z-
dc.date.available2021-03-11T01:02:07Z-
dc.date.issued2020en_UK
dc.identifier.urihttp://hdl.handle.net/1893/32394-
dc.description.abstractA spike (event) based sound coding technique has been presented in this study where the spikes are similar to the spikes exhibited by type 1 fibers of the auditory nerve. This lossy coding technique has already been shown useful for inter-aural time difference based sound source direction finding. Here, we show that decoding and resynthesising this code can produce intelligible speech even using a small number of spike trains. We have used few composite techniques including speaker verification to assess the effectiveness of the coding technique on a large number of TIMIT sentences. This biologically inspired coding technique can provide suitable input for a spiking neural network, as well as maintaining the accurate time structure of sound.en_UK
dc.language.isoenen_UK
dc.publisherIEEEen_UK
dc.relationPahar M & Smith LS (2020) Coding and Decoding Speech using a Biologically Inspired Coding System. In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI). 2020 IEEE Symposium Series on Computational Intelligence, Canberra, Australia, 01.12.2020-04.12.2020. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/ssci47803.2020.9308328en_UK
dc.rightsThe publisher does not allow this work to be made publicly available in this Repository. Please use the Request a Copy feature at the foot of the Repository record to request a copy directly from the author. You can only request a copy if you wish to use this work for your own research or private study.en_UK
dc.rights.urihttp://www.rioxx.net/licenses/under-embargo-all-rights-reserveden_UK
dc.subjectspike codingen_UK
dc.subjectspike decodingen_UK
dc.subjectspeech codingen_UK
dc.subjectbiological inspirationen_UK
dc.subjectx-vectoren_UK
dc.subjecti-vectoren_UK
dc.subjectspeaker diarisationen_UK
dc.subjectspeaker recognitionen_UK
dc.titleCoding and Decoding Speech using a Biologically Inspired Coding Systemen_UK
dc.typeConference Paperen_UK
dc.rights.embargodate2999-12-31en_UK
dc.rights.embargoreason[PID6701133.pdf] The publisher does not allow this work to be made publicly available in this Repository therefore there is an embargo on the full text of the work.en_UK
dc.identifier.doi10.1109/ssci47803.2020.9308328en_UK
dc.citation.publicationstatusPublisheden_UK
dc.type.statusVoR - Version of Recorden_UK
dc.contributor.funderUniversity of Stirlingen_UK
dc.author.emailleslie.smith@stir.ac.uken_UK
dc.citation.btitle2020 IEEE Symposium Series on Computational Intelligence (SSCI)en_UK
dc.citation.conferencedates2020-12-01 - 2020-12-04en_UK
dc.citation.conferencelocationCanberra, Australiaen_UK
dc.citation.conferencename2020 IEEE Symposium Series on Computational Intelligenceen_UK
dc.citation.date05/01/2021en_UK
dc.citation.isbn978-1-7281-2547-3en_UK
dc.publisher.addressPiscataway, NJ, USAen_UK
dc.contributor.affiliationUniversity of Stellenbosch, South Africaen_UK
dc.contributor.affiliationComputing Scienceen_UK
dc.identifier.scopusid2-s2.0-85099683292en_UK
dc.identifier.wtid1694283en_UK
dc.contributor.orcid0000-0002-3716-8013en_UK
dc.contributor.orcid0000-0002-3716-8013en_UK
dc.date.accepted2020-11-23en_UK
dcterms.dateAccepted2020-11-23en_UK
dc.date.filedepositdate2021-02-02en_UK
rioxxterms.apcnot requireden_UK
rioxxterms.typeConference Paper/Proceeding/Abstracten_UK
rioxxterms.versionVoRen_UK
local.rioxx.authorPahar, Madhurananda|0000-0002-3716-8013en_UK
local.rioxx.authorSmith, Leslie S|0000-0002-3716-8013en_UK
local.rioxx.projectProject ID unknown|University of Stirling|en_UK
local.rioxx.freetoreaddate2270-12-01en_UK
local.rioxx.licencehttp://www.rioxx.net/licenses/under-embargo-all-rights-reserved||en_UK
local.rioxx.filenamePID6701133.pdfen_UK
local.rioxx.filecount1en_UK
local.rioxx.source978-1-7281-2547-3en_UK
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