Household sound identification system for people with hearing disabilities

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dc.contributor.authorLozano, H.
dc.contributor.authorHernáez, I.
dc.contributor.authorNavas, E.
dc.contributor.authorGonzález, F. J.
dc.contributor.authorIdígoras, I.
dc.contributor.institutionMedical Technologies
dc.contributor.institutionCentros PRE-FUSION TECNALIA - (FORMER)
dc.date.accessioned2024-07-24T12:05:27Z
dc.date.available2024-07-24T12:05:27Z
dc.date.issued2008
dc.description.abstractThis article concerns the classification of household sounds for the development of an application to help people with hearing disabilities to resolve everyday situations which may present them with serious problems: telephone calls, the sound of the door bell, an alarm clock, the completion of a domestic appliance programme, etc. It presents the study carried out in order to obtain the best acoustical parameters by adopting training and evaluation techniques using GMM models with a varying number of Gaussian components. Parameters such as MFCCs, ZCR, Roll-Off Point and Spectral Centroid are tested using the classifier.en
dc.description.statusPeer reviewed
dc.identifier.citationLozano , H , Hernáez , I , Navas , E , González , F J & Idígoras , I 2008 , ' Household sound identification system for people with hearing disabilities ' , CEUR Workshop Proceedings , vol. 415 .
dc.identifier.issn1613-0073
dc.identifier.urihttps://hdl.handle.net/11556/3559
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=84876216526&partnerID=8YFLogxK
dc.language.isoeng
dc.relation.ispartofCEUR Workshop Proceedings
dc.rightsinfo:eu-repo/semantics/restrictedAccess
dc.subject.keywordsDeaf
dc.subject.keywordsHearing impaired systems
dc.subject.keywordsSignal processing
dc.subject.keywordsSound classification
dc.subject.keywordsGeneral Computer Science
dc.titleHousehold sound identification system for people with hearing disabilitiesen
dc.typeconference output
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