{"id":8515,"date":"2024-08-29T09:19:16","date_gmt":"2024-08-29T07:19:16","guid":{"rendered":"https:\/\/ims.si\/istrazivacki-rad-internoise-2024\/"},"modified":"2026-03-30T14:15:55","modified_gmt":"2026-03-30T12:15:55","slug":"istrazivacki-rad-internoise","status":"publish","type":"post","link":"https:\/\/ims.si\/hr\/istrazivacki-rad-internoise\/","title":{"rendered":"Istra\u017eiva\u010dki rad Internoise"},"content":{"rendered":"\n

Objavljujemo istra\u017eiva\u010dki rad pod naslovom “Usporedna analiza CNN i TNN modela u identifikaciji izvora okoli\u0161ne buke”, koji je na\u0161 tim predstavio na konferenciji Internoise u Nantesu.<\/p>\n\n

Ovaj rad predstavlja detaljno ispitivanje izazova povezanih s okoli\u0161nom bukom, posebno u urbanim sredinama, gdje spajanje razli\u010ditih izvora zvuka ote\u017eava klasifikaciju buke.<\/p>\n\n

Tradicionalne metodologije, iako u\u010dinkovite u bilje\u017eenju prekora\u010denja razina buke, ne zadovoljavaju slo\u017eene zahtjeve za identifikaciju izvora buke.<\/p>\n\n

S pojavom IoT terminala za pra\u0107enje buke svjedo\u010dimo klju\u010dnom prijelazu s konvencionalnih metoda ru\u010dne analize i klasifikacije, na sofisticiranije, podatkovno vo\u0111ene pristupe.<\/p>\n\n

Cilj ovog rada je usporediti u\u010dinkovitost TNN-ova, posebno adaptacije modela AST, s prethodno favoriziranom CNN arhitekturom.<\/p>\n\n

Za obje, i CNN i TNN modele, kori\u0161ten je UrbanSound8K skup podataka.<\/p>\n\n

Pro\u010ditajte cijeli istra\u017eiva\u010dki rad na donjem linku.<\/p>\n\n

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Pro\u010ditaj istra\u017eiva\u010dki rad<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

Ovaj rad predstavlja detaljno ispitivanje izazova povezanih s okoli\u0161nom bukom, posebno u urbanim sredinama, gdje spajanje razli\u010ditih izvora zvuka ote\u017eava klasifikaciju buke.<\/p>\n","protected":false},"author":2,"featured_media":8527,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[239],"tags":[320,1069,279,1070,380,1055,1056,1057,1058,578,1072,1073,1071,281,280],"class_list":["post-8515","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zvuk-i-vibracije","tag-akustika","tag-ast","tag-buka","tag-cnn","tag-inovacije","tag-internoise","tag-internoise-2024","tag-internoise-konferencija","tag-konferencija","tag-okolisna-buka","tag-tnn","tag-urban-sound-8k","tag-usporedna-analiza-cnn-i-tnn-modela","tag-vibracije","tag-zvuk"],"_links":{"self":[{"href":"https:\/\/ims.si\/hr\/wp-json\/wp\/v2\/posts\/8515","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ims.si\/hr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ims.si\/hr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ims.si\/hr\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/ims.si\/hr\/wp-json\/wp\/v2\/comments?post=8515"}],"version-history":[{"count":2,"href":"https:\/\/ims.si\/hr\/wp-json\/wp\/v2\/posts\/8515\/revisions"}],"predecessor-version":[{"id":8552,"href":"https:\/\/ims.si\/hr\/wp-json\/wp\/v2\/posts\/8515\/revisions\/8552"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ims.si\/hr\/wp-json\/wp\/v2\/media\/8527"}],"wp:attachment":[{"href":"https:\/\/ims.si\/hr\/wp-json\/wp\/v2\/media?parent=8515"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ims.si\/hr\/wp-json\/wp\/v2\/categories?post=8515"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ims.si\/hr\/wp-json\/wp\/v2\/tags?post=8515"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}