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[{"key": "dc.contributor.advisor", "value": "Nieminen, Paavo", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Pitk\u00e4nen, Tuukka Petteri", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2024-06-17T08:03:00Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2024-06-17T08:03:00Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2024", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/95950", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Kitaravahvistin on oleellinen osa s\u00e4hk\u00f6kitaran soittoa. Fyysisi\u00e4 kitaravahvistimia on haluttu jo pitk\u00e4\u00e4n mallintaa digitaalisesti fyysisen laitteiston haittapuolien, kuten hinnan ja vikaherkkyyden vuoksi. Yksi vaihtoehto kitaravahvistimien mallintamiseen on neuroverkot. Kitaravahvistimen neuroverkkopohjaista emulointia on tutkittu viime vuosina. Tutkimuksissa on muun muassa vertailtu mallinnustoteutuksien eri arkkitehtuureja ja mallien realistisuutta. Kirjallisuuden perusteella vaikuttaa silt\u00e4, ett\u00e4 sy\u00f6tteelt\u00e4 vaadittavasta sis\u00e4ll\u00f6st\u00e4 ja sen m\u00e4\u00e4r\u00e4st\u00e4 ei ole aiemmin tehty j\u00e4rjestelm\u00e4llist\u00e4 tutkimusta, mihin t\u00e4m\u00e4 tutkielma nyt t\u00e4ht\u00e4\u00e4. Tutkielmassa arvioidaan, miten neuroverkkopohjaisen kitaravahvistimien mallintajan, Neural Amp Modelerin, koulutustulos muuttuu, kun sy\u00f6tteen\u00e4 k\u00e4ytetty\u00e4 \u00e4\u00e4niteparia muokataan erilaisin tavoin. Huomattiin, ett\u00e4 30 sekunnin sy\u00f6tedatalla ei p\u00e4\u00e4sty yht\u00e4 hyv\u00e4\u00e4n koulutustulokseen kuin alkuper\u00e4isell\u00e4 3 minuutin sy\u00f6tteell\u00e4, kun verrattiin testidatalla. L\u00f6ydettiin kuitenkin alkuper\u00e4ist\u00e4 sy\u00f6tett\u00e4 lyhyempi \u00e4\u00e4nite, jolla koulutustulos testidatalla verrattuna pysyi samana. Lyhyemm\u00e4ll\u00e4 sy\u00f6tteell\u00e4 voidaan nopeuttaa koulutusparien luomista.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by jyx lomake-julkaisija (jyx-julkaisija.group@korppi.jyu.fi) on 2024-06-17T08:03:00Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2024-06-17T08:03:00Z (GMT). No. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "35", "language": null, "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.format.mimetype", "value": "application/pdf", "language": null, "element": "format", "qualifier": "mimetype", "schema": "dc"}, {"key": "dc.language.iso", "value": "fin", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "CC BY 4.0", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.title", "value": "Sy\u00f6tt\u00f6datan vaikutukset kitaravahvistinta mallintavan neuroverkon koulutustulokseen", "language": null, "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "master thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-202406174716", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Information Technology", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Specialisation in Software Development", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Ohjelmistokehityksen opintosuunta", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_bdcc", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.copyright", "value": "\u00a9 The Author(s)", "language": null, "element": "rights", "qualifier": "copyright", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "masterThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.format.content", "value": "fulltext", "language": null, "element": "format", "qualifier": "content", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://creativecommons.org/licenses/by/4.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}]
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